diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/tuner_confs_base.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/tuner_confs_base.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3bc2335227cf06169b1f3d105314fdc9647d97d --- /dev/null +++ b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/tuner_confs_base.txt @@ -0,0 +1,20 @@ ++++++ +conf1 1 0 79.9 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 +----- ++++++ +conf2 1.5 0 79.9 0 +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 fp32 1 +----- diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet/data/tuner_confs_base.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet/data/tuner_confs_base.txt new file mode 100644 index 0000000000000000000000000000000000000000..36b4d8bcd26563a1f398df34800ad2b70f24a670 --- /dev/null +++ b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet/data/tuner_confs_base.txt @@ -0,0 +1,16 @@ ++++++ +conf1 1 0 98.9 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 +----- ++++++ +conf2 1.5 0 98.9 0 +1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1 +2 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1 +3 gpu mul 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/mobilenet/data/quant_ranges_rt.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/quant_ranges_rt.txt new file mode 100644 index 0000000000000000000000000000000000000000..75211f858c1cc9eb6a186dc7f90c143ea820ef67 --- /dev/null +++ b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/quant_ranges_rt.txt @@ -0,0 +1,15 @@ +1 -1.9892114 2.126797 -2.19630692005 1.34758170414 0.0 0.0 -60.892750473 51.9925691605 +2 0.0 5.71354155397 -0.931772116065 1.07742589378 0.0 0.0 -6.51858950329 6.81084251881 +3 0.0 4.93213940287 -0.531654466152 0.57537904036 0.0 0.0 -4.48263123512 3.96730119753 +4 0.0 4.10326339769 -0.362340988219 0.407691390038 0.0 0.0 -4.04261828327 3.8867793293 +5 0.0 5.38322130251 -0.313120054901 0.293576799393 0.0 0.0 -5.92146921539 4.33867932415 +6 0.0 4.31673815441 -0.232992478013 0.258029025793 0.0 0.0 -4.20778994751 3.93243697071 +7 0.0 5.8304081068 -0.202337772191 0.189983081758 0.0 0.0 -6.29828691578 4.84813511753 +8 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0000000000000000000000000000000000000000..8b5c1727ad0dc9e24310e4c86e116894051c84b3 --- /dev/null +++ b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/tuner_confs_base.txt @@ -0,0 +1,174 @@ ++++++ +conf1 1 0 84.8 0 +1 gpu conv fp32 1 +2 gpu batchnorm fp32 1 +3 gpu relu fp32 1 +4 gpu group_conv fp32 1 +5 gpu batchnorm fp32 1 +6 gpu relu fp32 1 +7 gpu conv fp32 1 +8 gpu batchnorm fp32 1 +9 gpu relu fp32 1 +10 gpu group_conv fp32 1 +11 gpu batchnorm fp32 1 +12 gpu relu fp32 1 +13 gpu conv fp32 1 +14 gpu batchnorm fp32 1 +15 gpu relu fp32 1 +16 gpu group_conv fp32 1 +17 gpu batchnorm fp32 1 +18 gpu relu fp32 1 +19 gpu conv fp32 1 +20 gpu batchnorm fp32 1 +21 gpu relu fp32 1 +22 gpu group_conv fp32 1 +23 gpu batchnorm fp32 1 +24 gpu relu fp32 1 +25 gpu conv fp32 1 +26 gpu batchnorm fp32 1 +27 gpu relu fp32 1 +28 gpu group_conv fp32 1 +29 gpu batchnorm fp32 1 +30 gpu relu fp32 1 +31 gpu conv fp32 1 +32 gpu batchnorm fp32 1 +33 gpu relu fp32 1 +34 gpu group_conv fp32 1 +35 gpu batchnorm fp32 1 +36 gpu relu fp32 1 +37 gpu conv fp32 1 +38 gpu batchnorm fp32 1 +39 gpu relu fp32 1 +40 gpu group_conv fp32 1 +41 gpu batchnorm fp32 1 +42 gpu relu fp32 1 +43 gpu conv fp32 1 +44 gpu batchnorm fp32 1 +45 gpu relu fp32 1 +46 gpu group_conv fp32 1 +47 gpu batchnorm fp32 1 +48 gpu relu fp32 1 +49 gpu conv fp32 1 +50 gpu batchnorm fp32 1 +51 gpu relu fp32 1 +52 gpu group_conv fp32 1 +53 gpu batchnorm fp32 1 +54 gpu relu fp32 1 +55 gpu conv fp32 1 +56 gpu batchnorm fp32 1 +57 gpu relu fp32 1 +58 gpu group_conv fp32 1 +59 gpu batchnorm fp32 1 +60 gpu relu fp32 1 +61 gpu conv fp32 1 +62 gpu batchnorm fp32 1 +63 gpu relu fp32 1 +64 gpu group_conv fp32 1 +65 gpu batchnorm fp32 1 +66 gpu relu fp32 1 +67 gpu conv fp32 1 +68 gpu batchnorm fp32 1 +69 gpu relu fp32 1 +70 gpu group_conv fp32 1 +71 gpu batchnorm fp32 1 +72 gpu relu fp32 1 +73 gpu conv fp32 1 +74 gpu batchnorm fp32 1 +75 gpu relu fp32 1 +76 gpu group_conv fp32 1 +77 gpu batchnorm fp32 1 +78 gpu relu fp32 1 +79 gpu conv fp32 1 +80 gpu batchnorm fp32 1 +81 gpu relu fp32 1 +82 gpu pool_mean fp32 1 +83 gpu mul fp32 1 add fp32 1 +84 gpu softmax fp32 1 +----- ++++++ +conf2 1.5 0 84.8 0 +1 gpu conv fp16 1 +2 gpu batchnorm fp16 1 +3 gpu relu fp16 1 +4 gpu group_conv fp16 1 +5 gpu batchnorm fp16 1 +6 gpu relu fp16 1 +7 gpu conv fp16 1 +8 gpu batchnorm fp16 1 +9 gpu relu fp16 1 +10 gpu group_conv fp16 1 +11 gpu batchnorm fp16 1 +12 gpu relu fp16 1 +13 gpu conv fp16 1 +14 gpu batchnorm fp16 1 +15 gpu relu fp16 1 +16 gpu group_conv fp16 1 +17 gpu batchnorm fp16 1 +18 gpu relu fp16 1 +19 gpu conv fp16 1 +20 gpu batchnorm fp16 1 +21 gpu relu fp16 1 +22 gpu group_conv fp16 1 +23 gpu batchnorm fp16 1 +24 gpu relu fp16 1 +25 gpu conv fp16 1 +26 gpu batchnorm fp16 1 +27 gpu relu fp16 1 +28 gpu group_conv fp16 1 +29 gpu batchnorm fp16 1 +30 gpu relu fp16 1 +31 gpu conv fp16 1 +32 gpu batchnorm fp16 1 +33 gpu relu fp16 1 +34 gpu group_conv fp16 1 +35 gpu batchnorm fp16 1 +36 gpu relu fp16 1 +37 gpu conv fp16 1 +38 gpu batchnorm fp16 1 +39 gpu relu fp16 1 +40 gpu group_conv fp16 1 +41 gpu batchnorm fp16 1 +42 gpu relu fp16 1 +43 gpu conv fp16 1 +44 gpu batchnorm fp16 1 +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 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 fp32 1 +----- diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/tuner_confs_base.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/tuner_confs_base.txt new file mode 100644 index 0000000000000000000000000000000000000000..501dfcc5e76d637d4e4136ac1c2486b6b4cbe639 --- /dev/null +++ b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/tuner_confs_base.txt @@ -0,0 +1,90 @@ ++++++ +conf1 1 0 87.59 0 +1 gpu conv fp32 1 +2 gpu batchnorm fp32 1 +3 gpu relu fp32 1 +4 gpu group_conv fp32 1 +5 gpu batchnorm fp32 1 +6 gpu relu fp32 1 +7 gpu conv fp32 1 +8 gpu batchnorm fp32 1 +9 gpu relu fp32 1 +10 gpu group_conv fp32 1 +11 gpu batchnorm fp32 1 +12 gpu relu fp32 1 +13 gpu conv fp32 1 +14 gpu batchnorm fp32 1 +15 gpu relu fp32 1 +16 gpu group_conv fp32 1 +17 gpu batchnorm fp32 1 +18 gpu relu fp32 1 +19 gpu conv fp32 1 +20 gpu batchnorm fp32 1 +21 gpu relu fp32 1 +22 gpu group_conv fp32 1 +23 gpu batchnorm fp32 1 +24 gpu relu fp32 1 +25 gpu conv fp32 1 +26 gpu batchnorm fp32 1 +27 gpu relu fp32 1 +28 gpu group_conv fp32 1 +29 gpu batchnorm fp32 1 +30 gpu relu fp32 1 +31 gpu conv fp32 1 +32 gpu batchnorm fp32 1 +33 gpu relu fp32 1 +34 gpu group_conv fp32 1 +35 gpu batchnorm fp32 1 +36 gpu relu fp32 1 +37 gpu conv fp32 1 +38 gpu batchnorm fp32 1 +39 gpu relu fp32 1 +40 gpu pool_mean fp32 1 +41 gpu mul fp32 1 add fp32 1 +42 gpu softmax fp32 1 +----- ++++++ +conf2 1.5 0 87.59 0 +1 gpu conv fp16 1 +2 gpu batchnorm fp16 1 +3 gpu relu fp16 1 +4 gpu group_conv fp16 1 +5 gpu batchnorm fp16 1 +6 gpu relu fp16 1 +7 gpu conv fp16 1 +8 gpu batchnorm fp16 1 +9 gpu relu fp16 1 +10 gpu group_conv fp16 1 +11 gpu batchnorm fp16 1 +12 gpu relu fp16 1 +13 gpu conv fp16 1 +14 gpu batchnorm fp16 1 +15 gpu relu fp16 1 +16 gpu group_conv fp16 1 +17 gpu batchnorm fp16 1 +18 gpu relu fp16 1 +19 gpu conv fp16 1 +20 gpu batchnorm fp16 1 +21 gpu relu fp16 1 +22 gpu group_conv fp16 1 +23 gpu batchnorm fp16 1 +24 gpu relu fp16 1 +25 gpu conv fp16 1 +26 gpu batchnorm fp16 1 +27 gpu relu fp16 1 +28 gpu group_conv fp16 1 +29 gpu batchnorm fp16 1 +30 gpu relu fp16 1 +31 gpu conv fp16 1 +32 gpu batchnorm fp16 1 +33 gpu relu fp16 1 +34 gpu group_conv fp16 1 +35 gpu batchnorm 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 fp32 1 +----- diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/quant_ranges_rt.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/quant_ranges_rt.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a7b14d7348f424556ba5e7bb52b6fdf9bbbd89c --- /dev/null +++ b/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/quant_ranges_rt.txt @@ -0,0 +1,22 @@ +1 -0.5500815 0.60786617 -1.0248864 1.2929907 -0.36291853 0.2533059 0.0 0.753551840782 +2 0.0 0.753551840782 -0.69884616 0.71849966 -0.2781147 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b/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/tuner_confs_base.txt new file mode 100644 index 0000000000000000000000000000000000000000..6307de9ab85096d6934a2772507d802859b5ceb9 --- /dev/null +++ b/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/tuner_confs_base.txt @@ -0,0 +1,90 @@ ++++++ +conf1 1 0 89.59 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 fp32 1 +5 gpu relu fp32 1 +6 gpu conv fp32 1 add fp32 1 relu fp32 1 +7 gpu conv fp32 1 add fp32 1 +8 gpu add fp32 1 +9 gpu relu fp32 1 +10 gpu conv fp32 1 add fp32 1 relu fp32 1 +11 gpu conv fp32 1 add fp32 1 +12 gpu add fp32 1 +13 gpu relu fp32 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 fp32 1 +18 gpu relu fp32 1 +19 gpu conv fp32 1 add fp32 1 relu fp32 1 +20 gpu conv fp32 1 add fp32 1 +21 gpu add fp32 1 +22 gpu relu fp32 1 +23 gpu conv fp32 1 add fp32 1 relu fp32 1 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0000000000000000000000000000000000000000..19f5523523f3b9fc7b8f81c69112630003d5597e --- /dev/null +++ b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/quant_ranges_rt.txt @@ -0,0 +1,15 @@ +1 -1.8816367 2.0934217 -0.53275156 0.49437004 -0.6403629 0.2490165 0.0 1.35908746719 +2 0.0 1.35908746719 -0.2688396 0.20639156 -0.7745511 0.82006615 0.0 2.52123117924 +3 0.0 2.52123117924 -0.16776876 0.14878987 -0.35283303 0.5154362 0.0 1.20119857848 +4 0.0 1.20119857848 -0.088948585 0.114222586 -0.30250227 0.36856708 0.0 1.03598809302 +5 0.0 1.03598809302 -0.07739562 0.10973293 -0.15568458 0.17634983 0.0 0.300495595038 +6 0.0 0.300495595038 -0.051649556 0.05435231 -0.07395447 0.07996062 0.0 0.11490475405 +7 0.0 0.11490475405 -0.043513633 0.07577866 -0.06921874 0.02660573 0.0 0.16232508488 +8 0.0 0.16232508488 -0.033842053 0.045218028 -0.022827804 0.023845317 0.0 0.124249965735 +9 0.0 0.124249965735 -0.02211613 0.032084666 -0.02699063 0.03773564 0.0 0.174634486511 +10 0.0 0.174634486511 -0.01979376 0.034854397 -0.036107242 0.07056531 0.0 0.575175762177 +11 0.0 0.575175762177 -0.03452098 0.046055835 -0.051925894 0.07039055 0.0 0.771875114441 +12 0.0 0.771875114441 -0.025946895 0.040090334 -0.06049362 0.12658806 0.0 1.17285169065 +13 0.0 1.17285169065 -0.021766115 0.03315237 -0.20705001 0.117947325 0.0 2.00157693863 +14 0.0 2.00157693863 -0.042597745 0.046707444 -0.21937433 0.2545502 0.0 2.00236111879 +15 0.0 2.00236111879 -0.32550547 0.30829763 -1.1787822 1.2378151 -18.2514705467 24.1736344528 diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/tuner_confs_base.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/tuner_confs_base.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9a6612a5df150f58c69e1a7faeaf83ed5c7d605 --- /dev/null +++ b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/tuner_confs_base.txt @@ -0,0 +1,38 @@ ++++++ +conf1 1 0 90.19 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 +----- ++++++ +conf2 1.5 0 90.19 0 +1 gpu conv fp16 1 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 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 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 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 fp32 1 +-----