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Commit 152c1006 authored by hashimsharif's avatar hashimsharif
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Add scripts for running benchmarks and change CMake file

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hpvm/test/dnn_benchmarks/CMakeLists.txt
+ 10
− 0
View file @ 152c1006
...@@ -118,10 +118,20 @@ foreach(dir ${entries}) ...@@ -118,10 +118,20 @@ foreach(dir ${entries})
-quantization-levels-filename=${dir}/data/quant_ranges_rt.txt -quantization-levels-filename=${dir}/data/quant_ranges_rt.txt
-configuration-inputs-filename=${dir}/data/tuner_confs.txt -configuration-inputs-filename=${dir}/data/tuner_confs.txt
) )
set(
loop_extra_flags_temp
-dfg2llvm-wrapperapi
-quantization-levels-filename=${dir}/data/quant_ranges_rt.txt
-configuration-inputs-filename=${dir}/predictive/temp.txt
)
compile_single_benchmark( compile_single_benchmark(
"test_${dirname}_loop" ${dir}/${dirname}_loop.cpp "test_${dirname}_loop" ${dir}/${dirname}_loop.cpp
LLVMDFG2LLVM_WrapperAPI "${loop_extra_flags}" LLVMDFG2LLVM_WrapperAPI "${loop_extra_flags}"
) )
compile_single_benchmark(
"test_${dirname}_pred" ${dir}/${dirname}_loop.cpp
LLVMDFG2LLVM_WrapperAPI "${loop_extra_flags_temp}"
)
endforeach(dir) endforeach(dir)
message(STATUS "List of test dnn benchmarks: ${test_compile_targets}") message(STATUS "List of test dnn benchmarks: ${test_compile_targets}")
add_custom_target(dnn_benchmarks DEPENDS ${test_compile_targets}) add_custom_target(dnn_benchmarks DEPENDS ${test_compile_targets})
......
hpvm/test/dnn_benchmarks/scripts/final_accuracy 0 → 100644
+ 1
− 0
View file @ 152c1006
76.599998
\ No newline at end of file
hpvm/test/dnn_benchmarks/scripts/profile_data.txt 0 → 100644
+ 1120
− 0
View file @ 152c1006
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F2H_end1 1611938349.664021
H2F_start1 1611938349.754976
H2F_end1 1611938349.775680
#Add1 1611938349.775938
F2H_start2 1611938349.775959
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H2F_start4 1611938349.860629
H2F_end4 1611938349.866091
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F2H_end5 1611938349.871927
H2F_start5 1611938349.993512
H2F_end5 1611938350.008417
#Add2 1611938350.009098
F2H_start6 1611938350.009119
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H2F_start6 1611938350.024576
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F2H_end7 1611938350.043520
H2F_start7 1611938350.049003
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#Pool2 1611938350.057611
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F2H_end8 1611938350.067712
H2F_start8 1611938350.073949
H2F_end8 1611938350.078059
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F2H_start9 1611938350.079885
F2H_end9 1611938350.083718
H2F_start9 1611938350.156992
H2F_end9 1611938350.165275
#Add3 1611938350.165619
F2H_start10 1611938350.165640
F2H_end10 1611938350.171302
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H2F_start11 1611938350.189612
H2F_end11 1611938350.193579
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F2H_start12 1611938350.195909
F2H_end12 1611938350.202145
H2F_start12 1611938350.287280
H2F_end12 1611938350.292754
#Add4 1611938350.293492
F2H_start13 1611938350.293513
F2H_end13 1611938350.298068
H2F_start13 1611938350.301254
H2F_end13 1611938350.304203
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F2H_start14 1611938350.304416
F2H_end14 1611938350.308107
H2F_start14 1611938350.310322
H2F_end14 1611938350.313151
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F2H_start15 1611938350.315428
F2H_end15 1611938350.320464
H2F_start15 1611938350.406219
H2F_end15 1611938350.412061
#Add5 1611938350.412203
F2H_start16 1611938350.412221
F2H_end16 1611938350.416818
H2F_start16 1611938350.420033
H2F_end16 1611938350.422964
#tensorHalfAdd_end5 1611938350.423010
#Tanh5 1611938350.423809
F2H_start17 1611938350.423829
F2H_end17 1611938350.427831
H2F_start17 1611938350.430069
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#tensorHalfTanh_end5 1611938350.433032
#Pool3 1611938350.433213
F2H_start18 1611938350.433231
F2H_end18 1611938350.437035
H2F_start18 1611938350.440103
H2F_end18 1611938350.442302
#tensorHalfPooling_end3 1611938350.442330 0.000028
#Mul1 1611938350.443205
F2H_start19 1611938350.443230
F2H_end19 1611938350.445360
H2F_start19 1611938350.446779
H2F_end19 1611938350.447546
#tensorHalfGemm_end1 1611938350.447566
#Add6 1611938350.447700
F2H_start20 1611938350.447717
F2H_end20 1611938350.448592
H2F_start20 1611938350.448666
H2F_end20 1611938350.448915
#tensorHalfAdd_end6 1611938350.448933
Softmax1 1611938350.449142
Softmax_end1 1611938350.449836 0.000695
F2H_start1 1611938350.485194
F2H_end1 1611938350.486727
H2F_start1 1611938350.576544
H2F_end1 1611938350.596813
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H2F_end2 1611938350.626748
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F2H_end3 1611938350.640264
H2F_start3 1611938350.646663
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#Pool1 1611938350.657193
F2H_start4 1611938350.657207
F2H_end4 1611938350.670041
H2F_start4 1611938350.677814
H2F_end4 1611938350.683164
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F2H_start5 1611938350.683569
F2H_end5 1611938350.687886
H2F_start5 1611938350.807744
H2F_end5 1611938350.823307
#Add2 1611938350.824090
F2H_start6 1611938350.824111
F2H_end6 1611938350.834471
H2F_start6 1611938350.839453
H2F_end6 1611938350.847461
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F2H_end7 1611938350.858169
H2F_start7 1611938350.863314
H2F_end7 1611938350.871445
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#Pool2 1611938350.872085
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F2H_end8 1611938350.882289
H2F_start8 1611938350.888784
H2F_end8 1611938350.892985
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F2H_start9 1611938350.893867
F2H_end9 1611938350.897253
H2F_start9 1611938350.970749
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H2F_start10 1611938350.989364
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H2F_end11 1611938351.006267
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F2H_end12 1611938351.012843
H2F_start12 1611938351.097543
H2F_end12 1611938351.103234
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F2H_start13 1611938351.103884
F2H_end13 1611938351.107865
H2F_start13 1611938351.111038
H2F_end13 1611938351.113967
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H2F_end14 1611938351.123489
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F2H_start15 1611938351.124045
F2H_end15 1611938351.128125
H2F_start15 1611938351.214437
H2F_end15 1611938351.220617
#Add5 1611938351.221054
F2H_start16 1611938351.221072
F2H_end16 1611938351.225595
H2F_start16 1611938351.228774
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#Tanh5 1611938351.231941
F2H_start17 1611938351.231958
F2H_end17 1611938351.235577
H2F_start17 1611938351.237443
H2F_end17 1611938351.240386
#tensorHalfTanh_end5 1611938351.240421
#Pool3 1611938351.240659
F2H_start18 1611938351.240678
F2H_end18 1611938351.244721
H2F_start18 1611938351.247734
H2F_end18 1611938351.249781
#tensorHalfPooling_end3 1611938351.249811 0.000030
#Mul1 1611938351.250210
F2H_start19 1611938351.250229
F2H_end19 1611938351.251964
H2F_start19 1611938351.253265
H2F_end19 1611938351.253742
#tensorHalfGemm_end1 1611938351.253784
#Add6 1611938351.254036
F2H_start20 1611938351.254054
F2H_end20 1611938351.254969
H2F_start20 1611938351.255158
H2F_end20 1611938351.255460
#tensorHalfAdd_end6 1611938351.255490
Softmax1 1611938351.256232
Softmax_end1 1611938351.256873 0.000641
F2H_start1 1611938351.290624
F2H_end1 1611938351.292074
H2F_start1 1611938351.381490
H2F_end1 1611938351.401497
#Add1 1611938351.401829
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H2F_start2 1611938351.421729
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#Tanh1 1611938351.431950
F2H_start3 1611938351.431965
F2H_end3 1611938351.444619
H2F_start3 1611938351.451057
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#tensorHalfTanh_end1 1611938351.461038
#Pool1 1611938351.461345
F2H_start4 1611938351.461361
F2H_end4 1611938351.474903
H2F_start4 1611938351.482695
H2F_end4 1611938351.487709
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F2H_start5 1611938351.487921
F2H_end5 1611938351.492115
H2F_start5 1611938351.613338
H2F_end5 1611938351.628588
#Add2 1611938351.629133
F2H_start6 1611938351.629153
F2H_end6 1611938351.639337
H2F_start6 1611938351.644399
H2F_end6 1611938351.652452
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F2H_start7 1611938351.653193
F2H_end7 1611938351.663200
H2F_start7 1611938351.668464
H2F_end7 1611938351.676598
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#Pool2 1611938351.677309
F2H_start8 1611938351.677334
F2H_end8 1611938351.687469
H2F_start8 1611938351.693808
H2F_end8 1611938351.698147
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F2H_start9 1611938351.698627
F2H_end9 1611938351.701942
H2F_start9 1611938351.775399
H2F_end9 1611938351.783146
#Add3 1611938351.783575
F2H_start10 1611938351.783595
F2H_end10 1611938351.789136
H2F_start10 1611938351.793788
H2F_end10 1611938351.797963
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#Tanh3 1611938351.798656
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F2H_end11 1611938351.804366
H2F_start11 1611938351.807029
H2F_end11 1611938351.810976
#tensorHalfTanh_end3 1611938351.810998
F2H_start12 1611938351.811399
F2H_end12 1611938351.816857
H2F_start12 1611938351.901931
H2F_end12 1611938351.907598
#Add4 1611938351.907740
F2H_start13 1611938351.907758
F2H_end13 1611938351.911667
H2F_start13 1611938351.914823
H2F_end13 1611938351.917765
#tensorHalfAdd_end4 1611938351.917791
#Tanh4 1611938351.918591
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F2H_end14 1611938351.922636
H2F_start14 1611938351.924496
H2F_end14 1611938351.927392
#tensorHalfTanh_end4 1611938351.927513
F2H_start15 1611938351.928016
F2H_end15 1611938351.932221
H2F_start15 1611938352.018386
H2F_end15 1611938352.024056
#Add5 1611938352.024398
F2H_start16 1611938352.024417
F2H_end16 1611938352.028572
H2F_start16 1611938352.031748
H2F_end16 1611938352.034626
#tensorHalfAdd_end5 1611938352.034674
#Tanh5 1611938352.035290
F2H_start17 1611938352.035307
F2H_end17 1611938352.039330
H2F_start17 1611938352.041176
H2F_end17 1611938352.044059
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#Pool3 1611938352.044742
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F2H_end18 1611938352.048703
H2F_start18 1611938352.051690
H2F_end18 1611938352.053985
#tensorHalfPooling_end3 1611938352.054008 0.000024
#Mul1 1611938352.054223
F2H_start19 1611938352.054240
F2H_end19 1611938352.056067
H2F_start19 1611938352.057503
H2F_end19 1611938352.057978
#tensorHalfGemm_end1 1611938352.057998
#Add6 1611938352.058723
F2H_start20 1611938352.058742
F2H_end20 1611938352.059693
H2F_start20 1611938352.059785
H2F_end20 1611938352.060021
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Softmax1 1611938352.060194
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F2H_end1 1611938352.096058
H2F_start1 1611938352.185610
H2F_end1 1611938352.205835
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F2H_start3 1611938352.236664
F2H_end3 1611938352.249935
H2F_start3 1611938352.256353
H2F_end3 1611938352.266317
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#Pool1 1611938352.266467
F2H_start4 1611938352.266481
F2H_end4 1611938352.279225
H2F_start4 1611938352.287006
H2F_end4 1611938352.292231
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F2H_start5 1611938352.292409
F2H_end5 1611938352.296280
H2F_start5 1611938352.416250
H2F_end5 1611938352.431127
#Add2 1611938352.431573
F2H_start6 1611938352.431592
F2H_end6 1611938352.441338
H2F_start6 1611938352.446384
H2F_end6 1611938352.454265
#tensorHalfAdd_end2 1611938352.454296
#Tanh2 1611938352.454759
F2H_start7 1611938352.454779
F2H_end7 1611938352.464406
H2F_start7 1611938352.469548
H2F_end7 1611938352.477445
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#Pool2 1611938352.477857
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F2H_end8 1611938352.487458
H2F_start8 1611938352.493566
H2F_end8 1611938352.497919
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F2H_start9 1611938352.498523
F2H_end9 1611938352.501684
H2F_start9 1611938352.574013
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#Add3 1611938352.581894
F2H_start10 1611938352.581913
F2H_end10 1611938352.587396
H2F_start10 1611938352.592095
H2F_end10 1611938352.596173
#tensorHalfAdd_end3 1611938352.596198
#Tanh3 1611938352.596801
F2H_start11 1611938352.596821
F2H_end11 1611938352.601745
H2F_start11 1611938352.604383
H2F_end11 1611938352.608376
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F2H_start12 1611938352.608959
F2H_end12 1611938352.614604
H2F_start12 1611938352.698012
H2F_end12 1611938352.703441
#Add4 1611938352.703848
F2H_start13 1611938352.703866
F2H_end13 1611938352.707520
H2F_start13 1611938352.710654
H2F_end13 1611938352.713519
#tensorHalfAdd_end4 1611938352.713543
#Tanh4 1611938352.714030
F2H_start14 1611938352.714049
F2H_end14 1611938352.717648
H2F_start14 1611938352.719438
H2F_end14 1611938352.722216
#tensorHalfTanh_end4 1611938352.722250
F2H_start15 1611938352.722650
F2H_end15 1611938352.726563
H2F_start15 1611938352.811437
H2F_end15 1611938352.816803
#Add5 1611938352.817322
F2H_start16 1611938352.817341
F2H_end16 1611938352.821110
H2F_start16 1611938352.824226
H2F_end16 1611938352.827087
#tensorHalfAdd_end5 1611938352.827110
#Tanh5 1611938352.827288
F2H_start17 1611938352.827306
F2H_end17 1611938352.830786
H2F_start17 1611938352.832590
H2F_end17 1611938352.835385
#tensorHalfTanh_end5 1611938352.835410
#Pool3 1611938352.836045
F2H_start18 1611938352.836066
F2H_end18 1611938352.839785
H2F_start18 1611938352.842256
H2F_end18 1611938352.844094
#tensorHalfPooling_end3 1611938352.844118 0.000024
#Mul1 1611938352.844601
F2H_start19 1611938352.844619
F2H_end19 1611938352.846041
H2F_start19 1611938352.847461
H2F_end19 1611938352.847869
#tensorHalfGemm_end1 1611938352.847890
#Add6 1611938352.848328
F2H_start20 1611938352.848346
F2H_end20 1611938352.849039
H2F_start20 1611938352.849108
H2F_end20 1611938352.849352
#tensorHalfAdd_end6 1611938352.849409
Softmax1 1611938352.849821
Softmax_end1 1611938352.850381 0.000560
F2H_start1 1611938352.884185
F2H_end1 1611938352.885463
H2F_start1 1611938352.972225
H2F_end1 1611938352.991946
#Add1 1611938352.992606
F2H_start2 1611938352.992623
F2H_end2 1611938353.005561
H2F_start2 1611938353.013032
H2F_end2 1611938353.023363
#tensorHalfAdd_end1 1611938353.023386
#Tanh1 1611938353.024001
F2H_start3 1611938353.024016
F2H_end3 1611938353.036623
H2F_start3 1611938353.043061
H2F_end3 1611938353.052870
#tensorHalfTanh_end1 1611938353.052894
#Pool1 1611938353.053348
F2H_start4 1611938353.053364
F2H_end4 1611938353.065810
H2F_start4 1611938353.073305
H2F_end4 1611938353.078399
#tensorHalfPooling_end1 1611938353.078421 0.000022
F2H_start5 1611938353.078614
F2H_end5 1611938353.082357
H2F_start5 1611938353.201024
H2F_end5 1611938353.215577
#Add2 1611938353.215898
F2H_start6 1611938353.215918
F2H_end6 1611938353.225755
H2F_start6 1611938353.230767
H2F_end6 1611938353.238647
#tensorHalfAdd_end2 1611938353.238674
#Tanh2 1611938353.238966
F2H_start7 1611938353.238984
F2H_end7 1611938353.248730
H2F_start7 1611938353.253895
H2F_end7 1611938353.261686
#tensorHalfTanh_end2 1611938353.261713
#Pool2 1611938353.262020
F2H_start8 1611938353.262037
F2H_end8 1611938353.271811
H2F_start8 1611938353.277846
H2F_end8 1611938353.282110
#tensorHalfPooling_end2 1611938353.282134 0.000024
F2H_start9 1611938353.282843
F2H_end9 1611938353.285756
H2F_start9 1611938353.358011
H2F_end9 1611938353.365497
#Add3 1611938353.366054
F2H_start10 1611938353.366074
F2H_end10 1611938353.371336
H2F_start10 1611938353.375997
H2F_end10 1611938353.380059
#tensorHalfAdd_end3 1611938353.380085
#Tanh3 1611938353.380373
F2H_start11 1611938353.380393
F2H_end11 1611938353.385809
H2F_start11 1611938353.388461
H2F_end11 1611938353.392436
#tensorHalfTanh_end3 1611938353.392460
F2H_start12 1611938353.393161
F2H_end12 1611938353.398422
H2F_start12 1611938353.482039
H2F_end12 1611938353.487492
#Add4 1611938353.487739
F2H_start13 1611938353.487758
F2H_end13 1611938353.491503
H2F_start13 1611938353.494658
H2F_end13 1611938353.497512
#tensorHalfAdd_end4 1611938353.497554
#Tanh4 1611938353.497824
F2H_start14 1611938353.497843
F2H_end14 1611938353.501652
H2F_start14 1611938353.503465
H2F_end14 1611938353.506267
#tensorHalfTanh_end4 1611938353.506289
F2H_start15 1611938353.506596
F2H_end15 1611938353.510559
H2F_start15 1611938353.595460
H2F_end15 1611938353.601109
#Add5 1611938353.601298
F2H_start16 1611938353.601317
F2H_end16 1611938353.605257
H2F_start16 1611938353.608387
H2F_end16 1611938353.611190
#tensorHalfAdd_end5 1611938353.611213
#Tanh5 1611938353.611506
F2H_start17 1611938353.611522
F2H_end17 1611938353.615313
H2F_start17 1611938353.617131
H2F_end17 1611938353.619920
#tensorHalfTanh_end5 1611938353.619943
#Pool3 1611938353.620245
F2H_start18 1611938353.620262
F2H_end18 1611938353.624090
H2F_start18 1611938353.626616
H2F_end18 1611938353.628711
#tensorHalfPooling_end3 1611938353.628737 0.000026
#Mul1 1611938353.628958
F2H_start19 1611938353.628978
F2H_end19 1611938353.630430
H2F_start19 1611938353.631896
H2F_end19 1611938353.632318
#tensorHalfGemm_end1 1611938353.632339
#Add6 1611938353.632748
F2H_start20 1611938353.632767
F2H_end20 1611938353.633563
H2F_start20 1611938353.633662
H2F_end20 1611938353.633914
#tensorHalfAdd_end6 1611938353.633931
Softmax1 1611938353.634227
Softmax_end1 1611938353.634790 0.000563
F2H_start1 1611938353.668159
F2H_end1 1611938353.669421
H2F_start1 1611938353.758585
H2F_end1 1611938353.777899
#Add1 1611938353.778619
F2H_start2 1611938353.778636
F2H_end2 1611938353.791851
H2F_start2 1611938353.798021
H2F_end2 1611938353.807839
#tensorHalfAdd_end1 1611938353.807862
#Tanh1 1611938353.807973
F2H_start3 1611938353.807987
F2H_end3 1611938353.820473
H2F_start3 1611938353.826874
H2F_end3 1611938353.836692
#tensorHalfTanh_end1 1611938353.836715
#Pool1 1611938353.837357
F2H_start4 1611938353.837400
F2H_end4 1611938353.850183
H2F_start4 1611938353.857887
H2F_end4 1611938353.862983
#tensorHalfPooling_end1 1611938353.863008 0.000025
F2H_start5 1611938353.863453
F2H_end5 1611938353.867115
H2F_start5 1611938353.985573
H2F_end5 1611938354.001042
#Add2 1611938354.001179
F2H_start6 1611938354.001198
F2H_end6 1611938354.011480
H2F_start6 1611938354.016486
H2F_end6 1611938354.024376
#tensorHalfAdd_end2 1611938354.024402
#Tanh2 1611938354.025131
F2H_start7 1611938354.025151
F2H_end7 1611938354.035021
H2F_start7 1611938354.040204
H2F_end7 1611938354.048040
#tensorHalfTanh_end2 1611938354.048067
#Pool2 1611938354.048237
F2H_start8 1611938354.048254
F2H_end8 1611938354.057633
H2F_start8 1611938354.063564
H2F_end8 1611938354.067686
#tensorHalfPooling_end2 1611938354.067721 0.000035
F2H_start9 1611938354.068339
F2H_end9 1611938354.071723
H2F_start9 1611938354.144135
H2F_end9 1611938354.151786
#Add3 1611938354.151973
F2H_start10 1611938354.151993
F2H_end10 1611938354.156943
H2F_start10 1611938354.161611
H2F_end10 1611938354.165654
#tensorHalfAdd_end3 1611938354.165678
#Tanh3 1611938354.166399
F2H_start11 1611938354.166419
F2H_end11 1611938354.171716
H2F_start11 1611938354.174363
H2F_end11 1611938354.178518
#tensorHalfTanh_end3 1611938354.178546
F2H_start12 1611938354.179141
F2H_end12 1611938354.184649
H2F_start12 1611938354.268166
H2F_end12 1611938354.273541
#Add4 1611938354.274340
F2H_start13 1611938354.274361
F2H_end13 1611938354.278260
H2F_start13 1611938354.281447
H2F_end13 1611938354.284287
#tensorHalfAdd_end4 1611938354.284310
#Tanh4 1611938354.284491
F2H_start14 1611938354.284508
F2H_end14 1611938354.288306
H2F_start14 1611938354.290149
H2F_end14 1611938354.292997
#tensorHalfTanh_end4 1611938354.293021
F2H_start15 1611938354.293324
F2H_end15 1611938354.297734
H2F_start15 1611938354.382535
H2F_end15 1611938354.388179
#Add5 1611938354.388811
F2H_start16 1611938354.388831
F2H_end16 1611938354.392735
H2F_start16 1611938354.395868
H2F_end16 1611938354.398718
#tensorHalfAdd_end5 1611938354.398741
#Tanh5 1611938354.398953
F2H_start17 1611938354.398970
F2H_end17 1611938354.402789
H2F_start17 1611938354.404626
H2F_end17 1611938354.407422
#tensorHalfTanh_end5 1611938354.407447
#Pool3 1611938354.407736
F2H_start18 1611938354.407754
F2H_end18 1611938354.411777
H2F_start18 1611938354.414408
H2F_end18 1611938354.416419
#tensorHalfPooling_end3 1611938354.416442 0.000022
#Mul1 1611938354.417104
F2H_start19 1611938354.417124
F2H_end19 1611938354.418638
H2F_start19 1611938354.420080
H2F_end19 1611938354.420515
#tensorHalfGemm_end1 1611938354.420534
#Add6 1611938354.420906
F2H_start20 1611938354.420924
F2H_end20 1611938354.421697
H2F_start20 1611938354.421767
H2F_end20 1611938354.422038
#tensorHalfAdd_end6 1611938354.422054
Softmax1 1611938354.422383
Softmax_end1 1611938354.422958 0.000575
F2H_start1 1611938354.457886
F2H_end1 1611938354.459208
H2F_start1 1611938354.547323
H2F_end1 1611938354.566252
#Add1 1611938354.566592
F2H_start2 1611938354.566611
F2H_end2 1611938354.579609
H2F_start2 1611938354.586001
H2F_end2 1611938354.595805
#tensorHalfAdd_end1 1611938354.595829
#Tanh1 1611938354.596539
F2H_start3 1611938354.596554
F2H_end3 1611938354.609012
H2F_start3 1611938354.615424
H2F_end3 1611938354.625247
#tensorHalfTanh_end1 1611938354.625270
#Pool1 1611938354.625716
F2H_start4 1611938354.625734
F2H_end4 1611938354.638145
H2F_start4 1611938354.645695
H2F_end4 1611938354.650683
#tensorHalfPooling_end1 1611938354.650709 0.000026
F2H_start5 1611938354.651042
F2H_end5 1611938354.654868
H2F_start5 1611938354.774894
H2F_end5 1611938354.789415
#Add2 1611938354.790032
F2H_start6 1611938354.790052
F2H_end6 1611938354.799854
H2F_start6 1611938354.804896
H2F_end6 1611938354.812756
#tensorHalfAdd_end2 1611938354.812782
#Tanh2 1611938354.813150
F2H_start7 1611938354.813168
F2H_end7 1611938354.822646
H2F_start7 1611938354.827793
H2F_end7 1611938354.835565
#tensorHalfTanh_end2 1611938354.835591
#Pool2 1611938354.836337
F2H_start8 1611938354.836357
F2H_end8 1611938354.846139
H2F_start8 1611938354.852212
H2F_end8 1611938354.856475
#tensorHalfPooling_end2 1611938354.856505 0.000030
F2H_start9 1611938354.857320
F2H_end9 1611938354.860692
H2F_start9 1611938354.933477
H2F_end9 1611938354.941365
#Add3 1611938354.941668
F2H_start10 1611938354.941688
F2H_end10 1611938354.946988
H2F_start10 1611938354.951649
H2F_end10 1611938354.955750
#tensorHalfAdd_end3 1611938354.955774
#Tanh3 1611938354.956057
F2H_start11 1611938354.956074
F2H_end11 1611938354.961322
H2F_start11 1611938354.963997
H2F_end11 1611938354.968085
#tensorHalfTanh_end3 1611938354.968120
F2H_start12 1611938354.968379
F2H_end12 1611938354.973907
H2F_start12 1611938355.057569
H2F_end12 1611938355.063082
#Add4 1611938355.063672
F2H_start13 1611938355.063692
F2H_end13 1611938355.067597
H2F_start13 1611938355.070752
H2F_end13 1611938355.073596
#tensorHalfAdd_end4 1611938355.073618
#Tanh4 1611938355.074301
F2H_start14 1611938355.074320
F2H_end14 1611938355.077941
H2F_start14 1611938355.079778
H2F_end14 1611938355.082619
#tensorHalfTanh_end4 1611938355.082643
F2H_start15 1611938355.082811
F2H_end15 1611938355.086622
H2F_start15 1611938355.172202
H2F_end15 1611938355.177872
#Add5 1611938355.178115
F2H_start16 1611938355.178139
F2H_end16 1611938355.181848
H2F_start16 1611938355.184999
H2F_end16 1611938355.187817
#tensorHalfAdd_end5 1611938355.187841
#Tanh5 1611938355.188189
F2H_start17 1611938355.188207
F2H_end17 1611938355.191816
H2F_start17 1611938355.193630
H2F_end17 1611938355.196409
#tensorHalfTanh_end5 1611938355.196434
#Pool3 1611938355.196934
F2H_start18 1611938355.196954
F2H_end18 1611938355.200620
H2F_start18 1611938355.203087
H2F_end18 1611938355.205095
#tensorHalfPooling_end3 1611938355.205120 0.000024
#Mul1 1611938355.205618
F2H_start19 1611938355.205638
F2H_end19 1611938355.207168
H2F_start19 1611938355.208623
H2F_end19 1611938355.209044
#tensorHalfGemm_end1 1611938355.209063
#Add6 1611938355.209233
F2H_start20 1611938355.209249
F2H_end20 1611938355.210027
H2F_start20 1611938355.210119
H2F_end20 1611938355.210384
#tensorHalfAdd_end6 1611938355.210403
Softmax1 1611938355.210746
Softmax_end1 1611938355.211312 0.000566
F2H_start1 1611938355.246410
F2H_end1 1611938355.247683
H2F_start1 1611938355.336431
H2F_end1 1611938355.355758
#Add1 1611938355.355956
F2H_start2 1611938355.355974
F2H_end2 1611938355.369186
H2F_start2 1611938355.375467
H2F_end2 1611938355.385323
#tensorHalfAdd_end1 1611938355.385347
#Tanh1 1611938355.386017
F2H_start3 1611938355.386032
F2H_end3 1611938355.398981
H2F_start3 1611938355.405437
H2F_end3 1611938355.415391
#tensorHalfTanh_end1 1611938355.415416
#Pool1 1611938355.415848
F2H_start4 1611938355.415862
F2H_end4 1611938355.428661
H2F_start4 1611938355.436263
H2F_end4 1611938355.441711
#tensorHalfPooling_end1 1611938355.441736 0.000026
F2H_start5 1611938355.442471
F2H_end5 1611938355.446367
H2F_start5 1611938355.567110
H2F_end5 1611938355.581107
#Add2 1611938355.581546
F2H_start6 1611938355.581569
F2H_end6 1611938355.591203
H2F_start6 1611938355.596183
H2F_end6 1611938355.603998
#tensorHalfAdd_end2 1611938355.604023
#Tanh2 1611938355.604813
F2H_start7 1611938355.604831
F2H_end7 1611938355.614466
H2F_start7 1611938355.619635
H2F_end7 1611938355.627468
#tensorHalfTanh_end2 1611938355.627493
#Pool2 1611938355.628057
F2H_start8 1611938355.628078
F2H_end8 1611938355.637964
H2F_start8 1611938355.643943
H2F_end8 1611938355.648327
#tensorHalfPooling_end2 1611938355.648351 0.000024
F2H_start9 1611938355.648869
F2H_end9 1611938355.651993
H2F_start9 1611938355.723785
H2F_end9 1611938355.731596
#Add3 1611938355.732162
F2H_start10 1611938355.732182
F2H_end10 1611938355.737577
H2F_start10 1611938355.742225
H2F_end10 1611938355.746447
#tensorHalfAdd_end3 1611938355.746470
#Tanh3 1611938355.746651
F2H_start11 1611938355.746668
F2H_end11 1611938355.752099
H2F_start11 1611938355.754753
H2F_end11 1611938355.758742
#tensorHalfTanh_end3 1611938355.758767
F2H_start12 1611938355.759535
F2H_end12 1611938355.765247
H2F_start12 1611938355.849729
H2F_end12 1611938355.855507
#Add4 1611938355.856046
F2H_start13 1611938355.856066
F2H_end13 1611938355.859693
H2F_start13 1611938355.862853
H2F_end13 1611938355.865719
#tensorHalfAdd_end4 1611938355.865765
#Tanh4 1611938355.866222
F2H_start14 1611938355.866241
F2H_end14 1611938355.870104
H2F_start14 1611938355.871926
H2F_end14 1611938355.874841
#tensorHalfTanh_end4 1611938355.874870
F2H_start15 1611938355.875679
F2H_end15 1611938355.879728
H2F_start15 1611938355.965677
H2F_end15 1611938355.971309
#Add5 1611938355.972026
F2H_start16 1611938355.972048
F2H_end16 1611938355.975893
H2F_start16 1611938355.979050
H2F_end16 1611938355.981938
#tensorHalfAdd_end5 1611938355.981962
#Tanh5 1611938355.982149
F2H_start17 1611938355.982167
F2H_end17 1611938355.985747
H2F_start17 1611938355.987564
H2F_end17 1611938355.990382
#tensorHalfTanh_end5 1611938355.990406
#Pool3 1611938355.990921
F2H_start18 1611938355.990940
F2H_end18 1611938355.995182
H2F_start18 1611938355.997729
H2F_end18 1611938355.999645
#tensorHalfPooling_end3 1611938355.999678 0.000033
#Mul1 1611938356.000443
F2H_start19 1611938356.000462
F2H_end19 1611938356.002016
H2F_start19 1611938356.003562
H2F_end19 1611938356.004069
#tensorHalfGemm_end1 1611938356.004089
#Add6 1611938356.004278
F2H_start20 1611938356.004296
F2H_end20 1611938356.005177
H2F_start20 1611938356.005267
H2F_end20 1611938356.005596
#tensorHalfAdd_end6 1611938356.005615
Softmax1 1611938356.005758
Softmax_end1 1611938356.006327 0.000569
F2H_start1 1611938356.046776
F2H_end1 1611938356.048143
H2F_start1 1611938356.136184
H2F_end1 1611938356.155351
#Add1 1611938356.155547
F2H_start2 1611938356.155563
F2H_end2 1611938356.169004
H2F_start2 1611938356.175316
H2F_end2 1611938356.185188
#tensorHalfAdd_end1 1611938356.185214
#Tanh1 1611938356.185823
F2H_start3 1611938356.185839
F2H_end3 1611938356.198292
H2F_start3 1611938356.204695
H2F_end3 1611938356.214519
#tensorHalfTanh_end1 1611938356.214542
#Pool1 1611938356.215039
F2H_start4 1611938356.215055
F2H_end4 1611938356.228276
H2F_start4 1611938356.235868
H2F_end4 1611938356.241003
#tensorHalfPooling_end1 1611938356.241028 0.000026
F2H_start5 1611938356.241447
F2H_end5 1611938356.245104
H2F_start5 1611938356.364041
H2F_end5 1611938356.378843
#Add2 1611938356.379389
F2H_start6 1611938356.379412
F2H_end6 1611938356.389011
H2F_start6 1611938356.393937
H2F_end6 1611938356.401773
#tensorHalfAdd_end2 1611938356.401801
#Tanh2 1611938356.401948
F2H_start7 1611938356.401967
F2H_end7 1611938356.411565
H2F_start7 1611938356.416732
H2F_end7 1611938356.424565
#tensorHalfTanh_end2 1611938356.424591
#Pool2 1611938356.425143
F2H_start8 1611938356.425162
F2H_end8 1611938356.435040
H2F_start8 1611938356.440866
H2F_end8 1611938356.444691
#tensorHalfPooling_end2 1611938356.444718 0.000026
F2H_start9 1611938356.445254
F2H_end9 1611938356.448395
H2F_start9 1611938356.520034
H2F_end9 1611938356.527928
#Add3 1611938356.528504
F2H_start10 1611938356.528525
F2H_end10 1611938356.534073
H2F_start10 1611938356.538704
H2F_end10 1611938356.542842
#tensorHalfAdd_end3 1611938356.542868
#Tanh3 1611938356.543074
F2H_start11 1611938356.543092
F2H_end11 1611938356.548138
H2F_start11 1611938356.550805
H2F_end11 1611938356.554698
#tensorHalfTanh_end3 1611938356.554721
F2H_start12 1611938356.555267
F2H_end12 1611938356.560467
H2F_start12 1611938356.644019
H2F_end12 1611938356.649836
#Add4 1611938356.650206
F2H_start13 1611938356.650225
F2H_end13 1611938356.653907
H2F_start13 1611938356.657061
H2F_end13 1611938356.659870
#tensorHalfAdd_end4 1611938356.659894
#Tanh4 1611938356.660375
F2H_start14 1611938356.660394
F2H_end14 1611938356.664174
H2F_start14 1611938356.665993
H2F_end14 1611938356.668837
#tensorHalfTanh_end4 1611938356.668863
F2H_start15 1611938356.669115
F2H_end15 1611938356.672914
H2F_start15 1611938356.758160
H2F_end15 1611938356.763595
#Add5 1611938356.764277
F2H_start16 1611938356.764296
F2H_end16 1611938356.767977
H2F_start16 1611938356.771087
H2F_end16 1611938356.773927
#tensorHalfAdd_end5 1611938356.773949
#Tanh5 1611938356.774443
F2H_start17 1611938356.774461
F2H_end17 1611938356.778067
H2F_start17 1611938356.779880
H2F_end17 1611938356.782646
#tensorHalfTanh_end5 1611938356.782670
#Pool3 1611938356.783204
F2H_start18 1611938356.783224
F2H_end18 1611938356.787247
H2F_start18 1611938356.789935
H2F_end18 1611938356.792033
#tensorHalfPooling_end3 1611938356.792058 0.000025
#Mul1 1611938356.792642
F2H_start19 1611938356.792661
F2H_end19 1611938356.794293
H2F_start19 1611938356.795778
H2F_end19 1611938356.796253
#tensorHalfGemm_end1 1611938356.796274
#Add6 1611938356.796421
F2H_start20 1611938356.796438
F2H_end20 1611938356.797160
H2F_start20 1611938356.797246
H2F_end20 1611938356.797534
#tensorHalfAdd_end6 1611938356.797552
Softmax1 1611938356.797910
Softmax_end1 1611938356.798482 0.000571
F2H_start1 1611938356.833520
F2H_end1 1611938356.834867
H2F_start1 1611938356.923102
H2F_end1 1611938356.942570
#Add1 1611938356.942821
F2H_start2 1611938356.942840
F2H_end2 1611938356.956181
H2F_start2 1611938356.962902
H2F_end2 1611938356.972738
#tensorHalfAdd_end1 1611938356.972762
#Tanh1 1611938356.972993
F2H_start3 1611938356.973007
F2H_end3 1611938356.985781
H2F_start3 1611938356.992206
H2F_end3 1611938357.002100
#tensorHalfTanh_end1 1611938357.002122
#Pool1 1611938357.002349
F2H_start4 1611938357.002363
F2H_end4 1611938357.015040
H2F_start4 1611938357.022592
H2F_end4 1611938357.027751
#tensorHalfPooling_end1 1611938357.027780 0.000029
F2H_start5 1611938357.028426
F2H_end5 1611938357.032498
H2F_start5 1611938357.151985
H2F_end5 1611938357.166774
#Add2 1611938357.167523
F2H_start6 1611938357.167545
F2H_end6 1611938357.177547
H2F_start6 1611938357.182515
H2F_end6 1611938357.190376
#tensorHalfAdd_end2 1611938357.190403
#Tanh2 1611938357.190550
F2H_start7 1611938357.190568
F2H_end7 1611938357.200338
H2F_start7 1611938357.205490
H2F_end7 1611938357.213417
#tensorHalfTanh_end2 1611938357.213452
#Pool2 1611938357.213717
F2H_start8 1611938357.213737
F2H_end8 1611938357.223288
H2F_start8 1611938357.229505
H2F_end8 1611938357.233524
#tensorHalfPooling_end2 1611938357.233546 0.000023
F2H_start9 1611938357.233688
F2H_end9 1611938357.236989
H2F_start9 1611938357.309192
H2F_end9 1611938357.316849
#Add3 1611938357.317593
F2H_start10 1611938357.317614
F2H_end10 1611938357.322778
H2F_start10 1611938357.327403
H2F_end10 1611938357.331437
#tensorHalfAdd_end3 1611938357.331472
#Tanh3 1611938357.331869
F2H_start11 1611938357.331888
F2H_end11 1611938357.336982
H2F_start11 1611938357.339610
H2F_end11 1611938357.343463
#tensorHalfTanh_end3 1611938357.343485
F2H_start12 1611938357.343931
F2H_end12 1611938357.349302
H2F_start12 1611938357.432588
H2F_end12 1611938357.438272
#Add4 1611938357.438593
F2H_start13 1611938357.438613
F2H_end13 1611938357.442316
H2F_start13 1611938357.445489
H2F_end13 1611938357.448353
#tensorHalfAdd_end4 1611938357.448377
#Tanh4 1611938357.448753
F2H_start14 1611938357.448771
F2H_end14 1611938357.452586
H2F_start14 1611938357.454409
H2F_end14 1611938357.457232
#tensorHalfTanh_end4 1611938357.457264
F2H_start15 1611938357.457494
F2H_end15 1611938357.461570
H2F_start15 1611938357.546275
H2F_end15 1611938357.551709
#Add5 1611938357.552066
F2H_start16 1611938357.552086
F2H_end16 1611938357.555865
H2F_start16 1611938357.558959
H2F_end16 1611938357.561814
#tensorHalfAdd_end5 1611938357.561839
#Tanh5 1611938357.562206
F2H_start17 1611938357.562223
F2H_end17 1611938357.565898
H2F_start17 1611938357.567741
H2F_end17 1611938357.570567
#tensorHalfTanh_end5 1611938357.570590
#Pool3 1611938357.570980
F2H_start18 1611938357.571000
F2H_end18 1611938357.574853
H2F_start18 1611938357.577579
H2F_end18 1611938357.579650
#tensorHalfPooling_end3 1611938357.579674 0.000025
#Mul1 1611938357.580439
F2H_start19 1611938357.580459
F2H_end19 1611938357.582105
H2F_start19 1611938357.583594
H2F_end19 1611938357.584019
#tensorHalfGemm_end1 1611938357.584040
#Add6 1611938357.584221
F2H_start20 1611938357.584238
F2H_end20 1611938357.585035
H2F_start20 1611938357.585137
H2F_end20 1611938357.585415
#tensorHalfAdd_end6 1611938357.585435
Softmax1 1611938357.585707
Softmax_end1 1611938357.586285 0.000578
hpvm/test/dnn_benchmarks/scripts/run_dnn.py 0 → 100644
+ 124
− 0
View file @ 152c1006
import os.path
from os import path
import sys
binary_dir = "../../../build/tools/hpvm/test/dnn_benchmarks/"
temp_file_name = "temp.txt"
pred_binary_prefix = "test_"
pred_binary_suffix = "_pred"
rt_binary_suffix = "_rt_pred"
max_num_runs = 20
def max_num_configs (config_file):
num_configs = 0
with open(config_file, "r") as f:
for line in f:
if "conf" in line:
num_configs = num_configs + 1
return (num_configs + 1)
def read_and_write_config (config_file, config_num, temp_file):
config = ""
with open(config_file, "r") as f:
conf = "conf" + str(config_num)
read_config = False
read_first_line = False
for line in f:
if read_first_line == False:
config = config + line
read_first_line = True
continue
if "-----" in line and read_config == True:
read_config = False
config = config + line
break
if read_config == True:
config = config + line
continue
if conf in line:
read_config = True
config = config + "+++++\n"
config = config + line
print("config: ")
print(config)
with open(temp_file, "w") as f:
f.write(config)
def predictive_tuning_exec():
num_args = len(sys.argv)
binary_files = list()
arg = 2
while arg < num_args:
binary_files.append(sys.argv[arg])
arg = arg + 1
for dnn_name in binary_files:
dnn_dir = "../benchmarks/" + dnn_name
binary_name = binary_dir + pred_binary_prefix + dnn_name + pred_binary_suffix
pred_dir = dnn_dir + "/predictive"
config_file = pred_dir + "/" + dnn_name + ".txt"
temp_file = pred_dir + "/" + temp_file_name
print("dnn_dir: " + dnn_dir)
print("binary name: " + binary_name)
print("pred_dir: " + pred_dir)
print("config_file: " + config_file)
print("temp_file: " + temp_file)
config_num = 1
max_configs = max_num_configs(config_file)
while config_num < max_configs:
read_and_write_config(config_file, config_num, temp_file)
exec_command = binary_name
print(exec_command)
os.system(exec_command)
config_num = config_num + 1
def runtime_tuning_exec():
num_args = len(sys.argv)
binary_files = list()
arg = 2
while arg < num_args:
binary_files.append(sys.argv[arg])
arg = arg + 1
for dnn_name in binary_files:
binary_dir = "../benchmarks/" + dnn_name
binary_name = binary_dir + rt_binary_suffix
conf_dir = binary_dir + "/data"
print("binary_dir: " + binary_dir)
print("binary name: " + binary_name)
run = 0
while run < max_num_runs:
exec_command = binary_name
print(exec_command)
os.system(exec_command)
exec_command = "/home/nvidia/poll 13"
print(exec_command)
os.system(exec_command)
exec_command = "mv " + conf_dir + "/profile_info_0.txt " + conf_dir + "/profile_info_out-run-" + str(run) + ".txt"
print(exec_command)
os.system(exec_command)
run = run + 1
exec_command = "rm -rf " + conf_dir + "/run_data"
print(exec_command)
os.system(exec_command)
exec_command = "mkdir " + conf_dir + "/run_data"
print(exec_command)
os.system(exec_command)
if __name__ == "__main__":
if sys.argv[1] == "--runtime_tuning":
runtime_tuning_exec()
elif sys.argv[1] == "--predictive_tuning":
predictive_tuning_exec()
else:
print("Error: Use --runtime_tuning or --predictive_tuning flags!")
sys.exit()
hpvm/test/dnn_benchmarks/scripts/run_dnns.py 0 → 100644
+ 17
− 0
View file @ 152c1006
import os
import sys
#dnns = "alexnet alexnet2 vgg16_cifar10 vgg16_cifar100 resnet18 mobilenet lenet_mnist"
dnns = "alexnet"
if sys.argv[1] == "--runtime":
exec_command = "python3 run_dnn.py" + " --runtime_tuning " + dnns
print(exec_command)
os.system(exec_command)
elif sys.argv[1] == "--predictive":
exec_command = "python3 run_dnn.py" + " --predictive_tuning " + dnns
print(exec_command)
os.system(exec_command)
else:
print("Error: Use --runtime_tuning or --predictive_tuning flags!")
sys.exit()
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