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vggLayerGpuProfileA100.txt
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vggLayerGpuProfileA100.txt
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#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[128][3,224,224] 13.509 13.509 13.561 13.612
conv2d{"in_channels":64,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[128][64,224,224] 39.923 39.927 39.986 40.027
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[128][64,224,224] 11.960 11.963 11.973 11.972
conv2d{"in_channels":64,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[128][64,112,112] 14.844 14.837 14.855 14.853
conv2d{"in_channels":128,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[128][128,112,112] 21.491 21.489 21.505 21.521
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[128][128,112,112] 5.982 5.980 5.983 6.007
conv2d{"in_channels":128,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[128][128,56,56] 9.525 9.526 9.530 9.537
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[128][256,56,56] 16.238 16.241 16.249 16.323
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[128][256,56,56] 16.248 16.245 16.251 16.365
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[128][256,56,56] 3.038 3.038 3.038 3.055
conv2d{"in_channels":256,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[128][256,28,28] 7.644 7.643 7.649 7.680
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[128][512,28,28] 13.840 13.847 13.855 13.908
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[128][512,28,28] 13.840 13.841 13.866 13.921
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[128][512,28,28] 1.581 1.580 1.582 1.593
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[128][512,14,14] 3.662 3.663 3.668 3.679
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[128][512,14,14] 3.748 3.747 3.752 3.762
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[128][512,14,14] 3.742 3.743 3.750 3.777
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[128][512,14,14] 0.440 0.440 0.439 0.440
flatten{"kernel_size":1}[128][512,7,7] 0.011 0.010 0.010 0.010
linear{"bias":true,"in_features":25088,"out_features":4096}[128]25088 2.076 2.076 2.080 2.083
linear{"bias":true,"in_features":4096,"out_features":4096}[128]4096 0.447 0.446 0.446 0.450
linear{"bias":true,"in_features":4096,"out_features":1000}[128]4096 0.057 0.057 0.058 0.058
SUM(avg) 203.845
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[64][3,224,224] 6.955 6.955 6.986 7.126
conv2d{"in_channels":64,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[64][64,224,224] 20.018 20.014 20.019 20.058
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[64][64,224,224] 5.966 5.966 5.966 5.969
conv2d{"in_channels":64,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[64][64,112,112] 7.513 7.512 7.514 7.510
conv2d{"in_channels":128,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[64][128,112,112] 10.829 10.828 10.830 10.876
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[64][128,112,112] 2.991 2.990 2.990 2.991
conv2d{"in_channels":128,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[64][128,56,56] 4.864 4.863 4.864 4.861
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[64][256,56,56] 8.230 8.229 8.232 8.241
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[64][256,56,56] 8.236 8.235 8.233 8.253
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[64][256,56,56] 1.528 1.528 1.529 1.525
conv2d{"in_channels":256,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[64][256,28,28] 3.937 3.936 3.938 4.002
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[64][512,28,28] 6.991 6.990 6.992 7.023
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[64][512,28,28] 6.987 6.986 6.987 6.990
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[64][512,28,28] 0.806 0.806 0.805 0.805
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[64][512,14,14] 1.921 1.921 1.922 1.922
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[64][512,14,14] 1.937 1.936 1.938 1.939
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[64][512,14,14] 1.931 1.930 1.929 1.942
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[64][512,14,14] 0.211 0.212 0.212 0.211
flatten{"kernel_size":1}[64][512,7,7] 0.010 0.010 0.010 0.011
linear{"bias":true,"in_features":25088,"out_features":4096}[64]25088 1.951 1.951 1.955 1.958
linear{"bias":true,"in_features":4096,"out_features":4096}[64]4096 0.421 0.422 0.422 0.425
linear{"bias":true,"in_features":4096,"out_features":1000}[64]4096 0.052 0.051 0.053 0.051
SUM(avg) 104.285
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[32][3,224,224] 3.600 3.557 3.587 3.625
conv2d{"in_channels":64,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[32][64,224,224] 10.098 10.098 10.100 10.100
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[32][64,224,224] 3.001 3.000 3.001 2.999
conv2d{"in_channels":64,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[32][64,112,112] 3.848 3.848 3.848 3.850
conv2d{"in_channels":128,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[32][128,112,112] 5.557 5.538 5.540 5.543
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[32][128,112,112] 1.515 1.517 1.516 1.516
conv2d{"in_channels":128,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[32][128,56,56] 2.514 2.513 2.514 2.514
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[32][256,56,56] 4.188 4.188 4.188 4.188
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[32][256,56,56] 4.191 4.190 4.190 4.192
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[32][256,56,56] 0.784 0.785 0.784 0.783
conv2d{"in_channels":256,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[32][256,28,28] 2.098 2.098 2.099 2.101
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[32][512,28,28] 3.712 3.712 3.714 3.713
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[32][512,28,28] 3.706 3.705 3.707 3.710
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[32][512,28,28] 0.418 0.418 0.417 0.417
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[32][512,14,14] 1.072 1.072 1.074 1.073
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[32][512,14,14] 1.082 1.082 1.083 1.085
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[32][512,14,14] 1.072 1.071 1.073 1.072
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[32][512,14,14] 0.116 0.116 0.117 0.116
flatten{"kernel_size":1}[32][512,7,7] 0.010 0.010 0.009 0.011
linear{"bias":true,"in_features":25088,"out_features":4096}[32]25088 1.924 1.924 1.927 1.929
linear{"bias":true,"in_features":4096,"out_features":4096}[32]4096 0.407 0.408 0.407 0.408
linear{"bias":true,"in_features":4096,"out_features":1000}[32]4096 0.049 0.049 0.050 0.049
SUM(avg) 54.964
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[16][3,224,224] 1.850 1.849 1.888 1.938
conv2d{"in_channels":64,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[16][64,224,224] 5.168 5.167 5.167 5.169
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[16][64,224,224] 1.521 1.521 1.521 1.521
conv2d{"in_channels":64,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[16][64,112,112] 2.015 2.014 2.015 2.017
conv2d{"in_channels":128,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[16][128,112,112] 2.863 2.863 2.866 2.867
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[16][128,112,112] 0.777 0.776 0.777 0.777
conv2d{"in_channels":128,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[16][128,56,56] 1.357 1.358 1.358 1.358
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[16][256,56,56] 2.233 2.233 2.233 2.235
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[16][256,56,56] 2.231 2.231 2.231 2.233
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[16][256,56,56] 0.407 0.407 0.408 0.407
conv2d{"in_channels":256,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[16][256,28,28] 1.115 1.114 1.114 1.115
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[16][512,28,28] 1.933 1.934 1.934 1.932
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[16][512,28,28] 1.926 1.925 1.926 1.927
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[16][512,28,28] 0.204 0.204 0.204 0.203
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[16][512,14,14] 0.648 0.648 0.648 0.648
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[16][512,14,14] 0.653 0.653 0.654 0.654
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[16][512,14,14] 0.647 0.647 0.647 0.649
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[16][512,14,14] 0.074 0.075 0.075 0.074
flatten{"kernel_size":1}[16][512,7,7] 0.010 0.010 0.011 0.010
linear{"bias":true,"in_features":25088,"out_features":4096}[16]25088 1.873 1.873 1.874 1.877
linear{"bias":true,"in_features":4096,"out_features":4096}[16]4096 0.387 0.386 0.388 0.390
linear{"bias":true,"in_features":4096,"out_features":1000}[16]4096 0.048 0.048 0.049 0.049
SUM(avg) 29.941
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[8][3,224,224] 0.975 0.962 1.006 1.018
conv2d{"in_channels":64,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[8][64,224,224] 2.659 2.660 2.659 2.660
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[8][64,224,224] 0.780 0.779 0.779 0.780
conv2d{"in_channels":64,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[8][64,112,112] 1.090 1.093 1.092 1.091
conv2d{"in_channels":128,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[8][128,112,112] 1.543 1.543 1.544 1.545
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[8][128,112,112] 0.403 0.402 0.402 0.403
conv2d{"in_channels":128,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[8][128,56,56] 0.745 0.744 0.745 0.745
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[8][256,56,56] 1.166 1.165 1.166 1.166
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[8][256,56,56] 1.166 1.167 1.166 1.168
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[8][256,56,56] 0.198 0.198 0.198 0.197
conv2d{"in_channels":256,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[8][256,28,28] 0.658 0.656 0.657 0.658
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[8][512,28,28] 1.079 1.079 1.079 1.079
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[8][512,28,28] 1.070 1.070 1.070 1.069
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[8][512,28,28] 0.112 0.112 0.111 0.112
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[8][512,14,14] 0.451 0.452 0.452 0.453
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[8][512,14,14] 0.453 0.453 0.454 0.456
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[8][512,14,14] 0.451 0.451 0.453 0.451
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[8][512,14,14] 0.053 0.053 0.053 0.054
flatten{"kernel_size":1}[8][512,7,7] 0.010 0.011 0.010 0.010
linear{"bias":true,"in_features":25088,"out_features":4096}[8]25088 1.858 1.859 1.860 1.862
linear{"bias":true,"in_features":4096,"out_features":4096}[8]4096 0.382 0.381 0.382 0.383
linear{"bias":true,"in_features":4096,"out_features":1000}[8]4096 0.048 0.048 0.049 0.049
SUM(avg) 17.352
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[4][3,224,224] 0.576 0.582 0.604 0.613
conv2d{"in_channels":64,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[4][64,224,224] 1.430 1.424 1.443 1.456
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[4][64,224,224] 0.405 0.406 0.406 0.407
conv2d{"in_channels":64,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[4][64,112,112] 0.601 0.597 0.598 0.636
conv2d{"in_channels":128,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[4][128,112,112] 0.862 0.837 0.884 0.986
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[4][128,112,112] 0.197 0.196 0.196 0.198
conv2d{"in_channels":128,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[4][128,56,56] 0.479 0.430 0.562 0.709
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[4][256,56,56] 0.712 0.642 0.876 1.036
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[4][256,56,56] 0.723 0.631 0.955 1.095
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[4][256,56,56] 0.110 0.110 0.108 0.121
conv2d{"in_channels":256,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[4][256,28,28] 0.485 0.412 0.689 0.897
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[4][512,28,28] 0.721 0.656 0.845 1.091
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[4][512,28,28] 0.708 0.685 0.778 1.165
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[4][512,28,28] 0.073 0.072 0.073 0.117
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[4][512,14,14] 0.378 0.379 0.465 0.495
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[4][512,14,14] 0.415 0.446 0.513 0.515
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[4][512,14,14] 0.415 0.447 0.515 0.517
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[4][512,14,14] 0.061 0.059 0.095 0.097
flatten{"kernel_size":1}[4][512,7,7] 0.019 0.024 0.027 0.028
linear{"bias":true,"in_features":25088,"out_features":4096}[4]25088 1.895 1.915 1.940 1.935
linear{"bias":true,"in_features":4096,"out_features":4096}[4]4096 0.395 0.382 0.435 0.490
linear{"bias":true,"in_features":4096,"out_features":1000}[4]4096 0.047 0.047 0.048 0.049
SUM(avg) 11.704
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[2][3,224,224] 0.343 0.354 0.353 0.359
conv2d{"in_channels":64,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[2][64,224,224] 0.848 0.869 0.903 0.920
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[2][64,224,224] 0.197 0.195 0.199 0.238
conv2d{"in_channels":64,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[2][64,112,112] 0.411 0.351 0.507 0.568
conv2d{"in_channels":128,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[2][128,112,112] 0.598 0.570 0.758 0.830
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[2][128,112,112] 0.118 0.109 0.134 0.144
conv2d{"in_channels":128,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[2][128,56,56] 0.466 0.431 0.654 0.644
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[2][256,56,56] 0.591 0.569 0.778 0.843
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[2][256,56,56] 0.590 0.542 0.801 0.814
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[2][256,56,56] 0.078 0.070 0.096 0.186
conv2d{"in_channels":256,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[2][256,28,28] 0.432 0.429 0.649 0.776
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[2][512,28,28] 0.553 0.579 0.587 0.869
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[2][512,28,28] 0.500 0.530 0.532 0.698
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[2][512,28,28] 0.053 0.051 0.051 0.060
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[2][512,14,14] 0.323 0.356 0.358 0.368
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[2][512,14,14] 0.352 0.381 0.382 0.387
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[2][512,14,14] 0.350 0.378 0.379 0.379
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[2][512,14,14] 0.052 0.061 0.062 0.065
flatten{"kernel_size":1}[2][512,7,7] 0.018 0.024 0.024 0.025
linear{"bias":true,"in_features":25088,"out_features":4096}[2]25088 1.899 1.911 1.914 1.911
linear{"bias":true,"in_features":4096,"out_features":4096}[2]4096 0.379 0.377 0.379 0.452
linear{"bias":true,"in_features":4096,"out_features":1000}[2]4096 0.047 0.047 0.048 0.048
SUM(avg) 9.198
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[1][3,224,224] 0.225 0.211 0.253 0.266
conv2d{"in_channels":64,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[1][64,224,224] 0.571 0.494 0.720 0.774
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[1][64,224,224] 0.114 0.110 0.120 0.139
conv2d{"in_channels":64,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[1][64,112,112] 0.311 0.226 0.488 0.577
conv2d{"in_channels":128,"kernel_size":3,"out_channels":128,"padding":1,"stride":1}[1][128,112,112] 0.457 0.377 0.688 0.750
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[1][128,112,112] 0.081 0.069 0.113 0.118
conv2d{"in_channels":128,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[1][128,56,56] 0.324 0.252 0.557 0.645
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[1][256,56,56] 0.409 0.339 0.672 0.718
conv2d{"in_channels":256,"kernel_size":3,"out_channels":256,"padding":1,"stride":1}[1][256,56,56] 0.391 0.324 0.639 0.714
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[1][256,56,56] 0.068 0.052 0.103 0.135
conv2d{"in_channels":256,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[1][256,28,28] 0.338 0.291 0.370 0.648
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[1][512,28,28] 0.434 0.397 0.479 0.519
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[1][512,28,28] 0.395 0.358 0.439 0.449
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[1][512,28,28] 0.049 0.041 0.058 0.058
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[1][512,14,14] 0.300 0.270 0.341 0.348
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[1][512,14,14] 0.318 0.286 0.361 0.364
conv2d{"in_channels":512,"kernel_size":3,"out_channels":512,"padding":1,"stride":1}[1][512,14,14] 0.314 0.282 0.358 0.362
maxPool2d{"kernel_size":2,"padding":0,"stride":2}[1][512,14,14] 0.051 0.035 0.072 0.076
flatten{"kernel_size":1}[1][512,7,7] 0.019 0.016 0.025 0.024
linear{"bias":true,"in_features":25088,"out_features":4096}[1]25088 1.922 1.911 1.939 1.938
linear{"bias":true,"in_features":4096,"out_features":4096}[1]4096 0.385 0.383 0.386 0.416
linear{"bias":true,"in_features":4096,"out_features":1000}[1]4096 0.046 0.046 0.046 0.048
SUM(avg) 7.522