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29b9c56 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 | python profile.py --no_grad --fb -j 3
Type Time (%) Time (ms) Calls Avg Min Max Name
GPU activities: 66.1 17.761 120 148.01us 31.840us 331.94us void spatialDepthwiseConvolutionUpdateOutput<f...
GPU activities: 9.88 2.6538 30 88.458us 15.521us 192.90us void kernelPointwiseApply2<CopyOp<float, float...
GPU activities: 4.66 1.2525 185 6.7700us 1.5360us 48.672us void kernelPointwiseApply2<TensorDivConstantOp...
GPU activities: 4.44 1.1943 180 6.6340us 1.6320us 13.568us void kernelPointwiseApply2<CopyOp<float, float...
GPU activities: 3.81 1.0241 281 3.6440us 864ns 687.98us [CUDA memcpy HtoD]
GPU activities: 3.48 0.93428 90 10.380us 3.5520us 20.064us void kernelPointwiseApply3<TensorAddOp<float>,...
GPU activities: 3.31 0.88993 120 7.4160us 5.3120us 9.5040us void CatArrayBatchedCopy<float, unsigned int, ...
GPU activities: 2.94 0.79003 90 8.7780us 1.8880us 20.449us void kernelPointwiseApply3<TensorSubOp<float>,...
GPU activities: 1.38 0.37143 60 6.1900us 1.6000us 13.568us void kernelPointwiseApply2<CopyOp<float, float...
Total: 100 26.8714 1156
Total (no mem): 96.19 25.8473 875
API calls: 96.99 4195.92 34 123.41ms 7.0270us 4.18175s cudaMalloc
API calls: 2.24 97.051 1 97.051ms 97.051ms 97.051ms cudaDeviceSynchronize
API calls: 0.2 8.7512 875 10.001us 5.9320us 45.655us cudaLaunch
API calls: 0.12 5.0585 185 27.343us 126ns 1.1479ms cuDeviceGetAttribute
API calls: 0.12 5.0557 2 2.5279ms 2.5049ms 2.5509ms cudaGetDeviceProperties
API calls: 0.08 3.5348 11392 310ns 255ns 11.295us cudaGetDevice
API calls: 0.07 3.0742 281 10.940us 5.2430us 780.59us cudaMemcpyAsync
API calls: 0.05 2.1194 4477 473ns 276ns 505.90us cudaSetDevice
API calls: 0.04 1.7371 5 347.43us 13.967us 1.6712ms cudaHostAlloc
API calls: 0.02 1.0035 161 6.2330us 3.5990us 91.557us cudaStreamSynchronize
API calls: 0.02 0.85253 5720 149ns 107ns 14.943us cudaSetupArgument
API calls: 0.01 0.48503 2 242.52us 242.25us 242.78us cuDeviceGetName
API calls: 0.01 0.4484 305 1.4700us 628ns 3.8440us cudaEventQuery
API calls: 0.01 0.30409 2 152.04us 151.26us 152.82us cuDeviceTotalMem
API calls: 0 0.20825 1115 186ns 122ns 2.3350us cudaGetLastError
API calls: 0 0.208 875 237ns 168ns 7.0700us cudaConfigureCall
API calls: 0 0.1747 120 1.4550us 1.2370us 7.7210us cudaEventCreateWithFlags
API calls: 0 0.16076 120 1.3390us 1.2130us 2.7310us cudaEventRecord
API calls: 0 0.13033 116 1.1230us 492ns 4.4340us cudaEventDestroy
API calls: 0 0.003478 13 267ns 103ns 962ns cudaGetDeviceCount
API calls: 0 0.002064 4 516ns 147ns 1.3970us cuDeviceGetCount
API calls: 0 0.001143 3 381ns 131ns 755ns cuDeviceGet
API calls: 0 0.000896 1 896ns 896ns 896ns cuInit
API calls: 0 0.000537 1 537ns 537ns 537ns cuDriverGetVersion
Total: 99.98 4326.29 25810 |