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inceptionLayerGpuProfileA100.txt
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1016 lines (1016 loc) · 142 KB
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#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":32,"padding":0,"stride":2}[128][3,299,299] 1.992 1.974 1.993 3.364
conv2d{"in_channels":32,"kernel_size":3,"out_channels":32,"padding":0,"stride":1}[128][32,149,149] 8.527 8.531 8.527 8.524
conv2d{"in_channels":32,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[128][32,147,147] 10.735 10.736 10.739 10.743
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[128][64,147,147] 5.011 5.010 5.010 5.012
conv2d{"in_channels":64,"kernel_size":1,"out_channels":80,"padding":0,"stride":1}[128][64,73,73] 2.053 2.050 2.059 2.052
conv2d{"in_channels":80,"kernel_size":3,"out_channels":192,"padding":0,"stride":1}[128][80,73,73] 9.307 9.309 9.308 9.307
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[128][192,71,71] 4.524 4.526 4.523 4.524
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[128][192,35,35] 1.001 1.000 1.002 0.999
conv2d{"in_channels":192,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[128][192,35,35] 0.908 0.906 0.906 0.906
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[128][192,35,35] 0.976 0.974 0.976 0.980
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[128][192,35,35] 2.619 2.618 2.620 2.618
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[128][48,35,35] 1.548 1.549 1.548 1.546
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[128][64,35,35] 1.193 1.193 1.192 1.195
conv2d{"in_channels":192,"kernel_size":1,"out_channels":32,"padding":0,"stride":1}[128][192,35,35] 0.606 0.604 0.605 0.607
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[128][96,35,35] 1.539 1.541 1.539 1.537
concat{"kernel_size":1}[128][256,35,35] 1.916 1.871 1.870 1.874
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[128][256,35,35] 1.248 1.250 1.246 1.242
conv2d{"in_channels":256,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[128][256,35,35] 1.156 1.156 1.153 1.157
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[128][256,35,35] 1.219 1.218 1.223 1.218
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[128][256,35,35] 3.485 3.484 3.485 3.484
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[128][48,35,35] 1.548 1.548 1.548 1.546
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[128][64,35,35] 1.192 1.191 1.192 1.192
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[128][256,35,35] 1.247 1.246 1.246 1.248
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[128][96,35,35] 1.546 1.545 1.547 1.545
concat{"kernel_size":1}[128][288,35,35] 2.242 2.085 2.087 17.303
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[128][288,35,35] 1.422 1.421 1.419 1.424
conv2d{"in_channels":288,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[128][288,35,35] 1.287 1.287 1.290 1.289
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[128][288,35,35] 1.384 1.384 1.389 1.375
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[128][288,35,35] 3.919 3.919 3.918 3.918
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[128][48,35,35] 1.548 1.549 1.549 1.546
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[128][64,35,35] 1.192 1.191 1.192 1.191
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[128][288,35,35] 1.417 1.417 1.419 1.411
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[128][96,35,35] 1.545 1.544 1.542 1.545
concat{"kernel_size":1}[128][288,35,35] 1.682 1.684 1.683 1.683
conv2d{"in_channels":288,"kernel_size":3,"out_channels":384,"padding":0,"stride":2}[128][288,35,35] 3.501 3.503 3.503 3.504
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[128][288,35,35] 1.406 1.408 1.411 1.408
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[128][288,35,35] 1.332 1.333 1.334 1.331
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[128][64,35,35] 1.199 1.198 1.196 1.198
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":0,"stride":2}[128][96,35,35] 0.787 0.787 0.787 0.788
concat{"kernel_size":1}[128][768,17,17] 1.320 1.320 1.317 1.321
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.035 1.034 1.036 1.034
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[128][768,17,17] 0.941 0.940 0.942 0.934
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[128][768,17,17] 0.915 0.915 0.913 0.913
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[128][768,17,17] 2.499 2.486 2.575 2.475
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[128][128,17,17] 0.577 0.576 0.577 0.578
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[128][128,17,17] 0.548 0.552 0.549 0.555
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.033 1.033 1.035 1.030
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[128][128,17,17] 0.771 0.770 0.772 0.771
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[128][128,17,17] 0.571 0.571 0.570 0.571
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[128][128,17,17] 0.542 0.537 0.543 0.544
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[128][128,17,17] 0.770 0.770 0.772 0.770
concat{"kernel_size":1}[128][768,17,17] 1.331 1.330 1.330 1.328
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.034 1.034 1.037 1.034
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[128][768,17,17] 0.971 0.972 0.972 0.972
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[128][768,17,17] 0.967 0.968 0.966 0.969
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[128][768,17,17] 2.475 2.475 2.476 2.474
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[128][160,17,17] 0.927 0.926 0.928 0.926
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[128][160,17,17] 0.923 0.923 0.923 0.922
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.029 1.029 1.031 1.030
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[128][160,17,17] 2.005 0.972 0.974 53.438
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[128][160,17,17] 0.921 0.920 0.920 0.921
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[128][160,17,17] 1.449 0.920 0.917 0.921
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[128][160,17,17] 0.970 0.969 0.971 0.971
concat{"kernel_size":1}[128][768,17,17] 1.330 1.330 1.327 1.336
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.034 1.035 1.035 1.030
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[128][768,17,17] 0.972 0.972 0.969 0.972
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[128][768,17,17] 0.967 0.968 0.969 0.966
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[128][768,17,17] 2.475 2.475 2.476 2.476
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[128][160,17,17] 0.927 0.928 0.926 0.927
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[128][160,17,17] 0.923 0.922 0.921 0.925
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.029 1.030 1.033 1.026
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[128][160,17,17] 0.972 0.971 0.973 0.974
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[128][160,17,17] 0.921 0.921 0.921 0.920
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[128][160,17,17] 0.920 0.920 0.920 0.920
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[128][160,17,17] 0.969 0.970 0.972 0.968
concat{"kernel_size":1}[128][768,17,17] 1.330 1.331 1.331 1.330
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.034 1.035 1.033 1.038
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.007 1.007 1.008 1.007
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.005 1.005 1.004 1.005
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[128][768,17,17] 2.476 2.475 2.477 2.476
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[128][192,17,17] 1.061 1.060 1.061 1.061
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[128][192,17,17] 1.057 1.058 1.057 1.057
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.030 1.030 1.028 1.028
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[128][192,17,17] 1.056 1.055 1.057 1.057
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[128][192,17,17] 1.053 1.053 1.051 1.053
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[128][192,17,17] 1.056 1.057 1.057 1.055
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[128][192,17,17] 1.056 1.057 1.057 1.056
concat{"kernel_size":1}[128][768,17,17] 1.075 1.075 1.075 1.075
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.033 1.032 1.035 1.031
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][768,17,17] 1.006 1.005 1.005 1.111
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[128][768,17,17] 0.912 0.912 0.912 0.911
conv2d{"in_channels":192,"kernel_size":3,"out_channels":320,"padding":0,"stride":2}[128][192,17,17] 0.621 0.618 0.620 0.621
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[128][192,17,17] 1.061 1.063 1.061 1.062
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[128][192,17,17] 1.053 1.052 1.052 1.055
conv2d{"in_channels":192,"kernel_size":3,"out_channels":192,"padding":0,"stride":2}[128][192,17,17] 0.489 0.489 0.488 0.488
concat{"kernel_size":1}[128][1280,8,8] 0.520 0.521 0.520 0.521
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[128][1280,8,8] 0.492 0.492 0.493 0.493
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[128][1280,8,8] 0.552 0.552 0.553 0.553
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[128][1280,8,8] 0.606 0.607 0.621 0.601
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[128][1280,8,8] 0.916 0.916 0.916 0.924
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[128][384,8,8] 0.392 0.391 0.392 0.391
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[128][384,8,8] 0.382 0.381 0.382 0.382
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[128][448,8,8] 0.946 0.946 0.946 0.946
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][1280,8,8] 0.411 0.411 0.411 0.410
concat{"kernel_size":1}[128][768,8,8] 0.095 0.094 0.095 0.095
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[128][384,8,8] 0.395 0.395 0.394 0.394
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[128][384,8,8] 0.388 0.382 0.381 0.850
concat{"kernel_size":1}[128][768,8,8] 0.103 0.103 0.104 0.104
concat{"kernel_size":1}[128][2048,8,8] 0.803 0.802 0.804 0.803
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[128][2048,8,8] 0.717 0.716 0.716 0.878
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[128][2048,8,8] 0.779 0.778 0.778 0.778
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[128][2048,8,8] 0.870 0.870 0.870 0.869
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[128][2048,8,8] 1.452 1.452 1.452 1.451
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[128][384,8,8] 0.392 0.392 0.393 0.393
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[128][384,8,8] 0.382 0.382 0.381 0.382
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[128][448,8,8] 0.948 0.948 0.949 0.950
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[128][2048,8,8] 0.578 0.577 0.577 0.578
concat{"kernel_size":1}[128][768,8,8] 0.096 0.096 0.096 0.097
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[128][384,8,8] 0.395 0.395 0.394 0.392
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[128][384,8,8] 0.382 0.381 0.383 0.383
concat{"kernel_size":1}[128][768,8,8] 0.103 0.103 0.104 0.102
concat{"kernel_size":1}[128][2048,8,8] 0.246 0.245 0.246 0.247
adAvgPool2d{"output_height":1,"output_width":1}[128][2048,8,8] 0.173 0.174 0.174 0.174
flatten{"kernel_size":1}[128][2048,1,1] 0.010 0.011 0.010 0.010
linear{"bias":true,"in_features":2048,"out_features":1000}[128]2048 0.040 0.040 0.041 0.040
SUM(avg) 168.958
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":32,"padding":0,"stride":2}[64][3,299,299] 1.175 1.171 1.193 1.231
conv2d{"in_channels":32,"kernel_size":3,"out_channels":32,"padding":0,"stride":1}[64][32,149,149] 4.238 4.243 4.244 4.246
conv2d{"in_channels":32,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[64][32,147,147] 5.389 5.389 5.388 5.389
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[64][64,147,147] 2.520 2.520 2.520 2.521
conv2d{"in_channels":64,"kernel_size":1,"out_channels":80,"padding":0,"stride":1}[64][64,73,73] 1.096 1.095 1.097 1.099
conv2d{"in_channels":80,"kernel_size":3,"out_channels":192,"padding":0,"stride":1}[64][80,73,73] 4.731 4.730 4.732 4.735
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[64][192,71,71] 2.277 2.277 2.278 2.278
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[64][192,35,35] 0.560 0.559 0.559 0.561
conv2d{"in_channels":192,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[64][192,35,35] 0.494 0.494 0.494 0.493
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[64][192,35,35] 0.537 0.534 0.535 0.534
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[64][192,35,35] 1.317 1.318 1.317 1.317
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[64][48,35,35] 0.798 0.798 0.800 0.798
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[64][64,35,35] 0.673 0.673 0.672 0.674
conv2d{"in_channels":192,"kernel_size":1,"out_channels":32,"padding":0,"stride":1}[64][192,35,35] 0.361 0.362 0.362 0.364
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[64][96,35,35] 0.848 0.848 0.846 0.847
concat{"kernel_size":1}[64][256,35,35] 0.958 0.958 0.957 0.959
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[64][256,35,35] 0.704 0.705 0.704 0.703
conv2d{"in_channels":256,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[64][256,35,35] 0.618 0.617 0.615 0.616
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[64][256,35,35] 0.673 0.673 0.673 0.676
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[64][256,35,35] 1.752 1.753 1.753 1.750
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[64][48,35,35] 0.800 0.800 0.798 0.801
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[64][64,35,35] 0.674 0.673 0.676 0.673
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[64][256,35,35] 0.700 0.700 0.700 0.701
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[64][96,35,35] 0.848 0.847 0.848 0.849
concat{"kernel_size":1}[64][288,35,35] 1.064 1.063 1.061 1.062
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[64][288,35,35] 0.791 0.791 0.791 0.793
conv2d{"in_channels":288,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[64][288,35,35] 0.693 0.692 0.694 0.691
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[64][288,35,35] 0.759 0.757 0.759 0.760
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[64][288,35,35] 1.969 1.967 1.969 1.969
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[64][48,35,35] 0.801 0.801 0.801 0.801
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[64][64,35,35] 0.674 0.676 0.676 0.672
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[64][288,35,35] 0.789 0.789 0.789 0.787
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[64][96,35,35] 0.848 0.850 0.848 0.851
concat{"kernel_size":1}[64][288,35,35] 0.860 0.860 0.859 0.855
conv2d{"in_channels":288,"kernel_size":3,"out_channels":384,"padding":0,"stride":2}[64][288,35,35] 1.879 1.879 1.880 1.878
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[64][288,35,35] 0.782 0.782 0.780 0.779
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[64][288,35,35] 0.678 0.678 0.678 0.678
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[64][64,35,35] 0.681 0.682 0.680 0.682
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":0,"stride":2}[64][96,35,35] 0.438 0.439 0.438 0.437
concat{"kernel_size":1}[64][768,17,17] 0.675 0.674 0.674 0.676
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.617 0.617 0.617 0.616
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[64][768,17,17] 0.543 0.543 0.544 0.542
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[64][768,17,17] 0.535 0.537 0.534 0.536
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[64][768,17,17] 1.248 1.248 1.247 1.248
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[64][128,17,17] 0.336 0.336 0.336 0.334
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[64][128,17,17] 0.341 0.341 0.341 0.341
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.617 0.616 0.618 0.619
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[64][128,17,17] 0.421 0.422 0.422 0.423
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[64][128,17,17] 0.336 0.335 0.336 0.334
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[64][128,17,17] 0.333 0.333 0.332 0.335
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[64][128,17,17] 0.416 0.417 0.416 0.418
concat{"kernel_size":1}[64][768,17,17] 0.684 0.685 0.685 0.686
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.615 0.615 0.616 0.614
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[64][768,17,17] 0.570 0.570 0.571 0.571
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[64][768,17,17] 0.565 0.565 0.566 0.567
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[64][768,17,17] 1.247 1.246 1.247 1.250
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[64][160,17,17] 0.543 0.543 0.544 0.545
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[64][160,17,17] 0.543 0.543 0.543 0.543
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.613 0.614 0.613 0.614
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[64][160,17,17] 0.573 0.573 0.575 0.573
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[64][160,17,17] 0.542 0.541 0.541 0.542
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[64][160,17,17] 0.534 0.535 0.534 0.534
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[64][160,17,17] 0.568 0.567 0.568 0.568
concat{"kernel_size":1}[64][768,17,17] 0.683 0.682 0.685 0.681
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.617 0.616 0.618 0.618
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[64][768,17,17] 0.569 0.570 0.569 0.567
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[64][768,17,17] 0.564 0.564 0.565 0.566
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[64][768,17,17] 1.248 1.248 1.248 1.247
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[64][160,17,17] 0.545 0.545 0.545 0.546
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[64][160,17,17] 0.545 0.545 0.545 0.546
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.614 0.614 0.614 0.613
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[64][160,17,17] 0.574 0.574 0.574 0.573
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[64][160,17,17] 0.541 0.541 0.540 0.542
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[64][160,17,17] 0.536 0.536 0.535 0.536
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[64][160,17,17] 0.570 0.570 0.571 0.569
concat{"kernel_size":1}[64][768,17,17] 0.686 0.686 0.688 0.685
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.615 0.615 0.615 0.616
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.590 0.591 0.590 0.590
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.587 0.587 0.588 0.589
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[64][768,17,17] 1.249 1.249 1.249 1.249
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[64][192,17,17] 0.674 0.674 0.674 0.676
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[64][192,17,17] 0.673 0.672 0.673 0.671
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.613 0.613 0.613 0.613
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[64][192,17,17] 0.672 0.669 0.672 0.842
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[64][192,17,17] 0.667 0.667 0.667 0.669
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[64][192,17,17] 0.661 0.661 0.661 0.662
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[64][192,17,17] 0.660 0.659 0.659 0.684
concat{"kernel_size":1}[64][768,17,17] 0.558 0.558 0.558 0.556
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.615 0.614 0.615 0.614
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][768,17,17] 0.587 0.587 0.587 0.586
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[64][768,17,17] 0.470 0.469 0.468 0.473
conv2d{"in_channels":192,"kernel_size":3,"out_channels":320,"padding":0,"stride":2}[64][192,17,17] 0.387 0.385 0.387 0.396
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[64][192,17,17] 0.680 0.679 0.679 0.675
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[64][192,17,17] 0.660 0.658 0.660 0.657
conv2d{"in_channels":192,"kernel_size":3,"out_channels":192,"padding":0,"stride":2}[64][192,17,17] 0.284 0.283 0.283 0.365
concat{"kernel_size":1}[64][1280,8,8] 0.258 0.257 0.259 0.258
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[64][1280,8,8] 0.325 0.324 0.324 0.326
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[64][1280,8,8] 0.382 0.380 0.381 0.420
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[64][1280,8,8] 0.403 0.402 0.404 0.404
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[64][1280,8,8] 0.470 0.469 0.469 0.499
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[64][384,8,8] 0.274 0.275 0.275 0.277
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[64][384,8,8] 0.262 0.263 0.262 0.260
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[64][448,8,8] 0.562 0.561 0.561 0.693
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][1280,8,8] 0.265 0.265 0.264 0.266
concat{"kernel_size":1}[64][768,8,8] 0.058 0.057 0.058 0.059
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[64][384,8,8] 0.280 0.279 0.280 0.352
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[64][384,8,8] 0.260 0.260 0.260 0.380
concat{"kernel_size":1}[64][768,8,8] 0.059 0.059 0.059 0.060
concat{"kernel_size":1}[64][2048,8,8] 0.422 0.422 0.423 0.424
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[64][2048,8,8] 0.448 0.449 0.448 0.449
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[64][2048,8,8] 0.476 0.475 0.475 0.475
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[64][2048,8,8] 0.543 0.543 0.543 0.546
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[64][2048,8,8] 0.738 0.737 0.738 0.738
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[64][384,8,8] 0.276 0.277 0.277 0.276
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[64][384,8,8] 0.260 0.260 0.261 0.263
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[64][448,8,8] 0.556 0.557 0.557 0.556
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[64][2048,8,8] 0.359 0.359 0.360 0.360
concat{"kernel_size":1}[64][768,8,8] 0.055 0.054 0.055 0.055
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[64][384,8,8] 0.281 0.280 0.280 0.283
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[64][384,8,8] 0.263 0.263 0.264 0.263
concat{"kernel_size":1}[64][768,8,8] 0.060 0.060 0.061 0.061
concat{"kernel_size":1}[64][2048,8,8] 0.136 0.136 0.136 0.136
adAvgPool2d{"output_height":1,"output_width":1}[64][2048,8,8] 0.098 0.098 0.098 0.098
flatten{"kernel_size":1}[64][2048,1,1] 0.010 0.011 0.011 0.011
linear{"bias":true,"in_features":2048,"out_features":1000}[64]2048 0.034 0.034 0.035 0.035
SUM(avg) 91.529
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":32,"padding":0,"stride":2}[32][3,299,299] 0.813 0.824 0.837 0.888
conv2d{"in_channels":32,"kernel_size":3,"out_channels":32,"padding":0,"stride":1}[32][32,149,149] 2.119 2.115 2.127 2.153
conv2d{"in_channels":32,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[32][32,147,147] 2.739 2.739 2.742 2.738
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[32][64,147,147] 1.273 1.272 1.274 1.272
conv2d{"in_channels":64,"kernel_size":1,"out_channels":80,"padding":0,"stride":1}[32][64,73,73] 0.618 0.619 0.616 0.617
conv2d{"in_channels":80,"kernel_size":3,"out_channels":192,"padding":0,"stride":1}[32][80,73,73] 2.470 2.470 2.469 2.472
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[32][192,71,71] 1.158 1.157 1.158 1.156
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[32][192,35,35] 0.330 0.331 0.331 0.330
conv2d{"in_channels":192,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[32][192,35,35] 0.286 0.285 0.287 0.286
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[32][192,35,35] 0.305 0.305 0.304 0.306
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[32][192,35,35] 0.668 0.667 0.668 0.668
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[32][48,35,35] 0.467 0.470 0.467 0.466
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[32][64,35,35] 0.398 0.395 0.398 0.396
conv2d{"in_channels":192,"kernel_size":1,"out_channels":32,"padding":0,"stride":1}[32][192,35,35] 0.235 0.235 0.235 0.236
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[32][96,35,35] 0.494 0.496 0.495 0.495
concat{"kernel_size":1}[32][256,35,35] 0.497 0.499 0.497 0.500
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[32][256,35,35] 0.430 0.424 0.433 0.585
conv2d{"in_channels":256,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[32][256,35,35] 0.357 0.347 0.380 0.517
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[32][256,35,35] 0.457 0.425 0.548 0.582
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[32][256,35,35] 0.884 0.884 0.885 0.885
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[32][48,35,35] 0.467 0.465 0.470 0.466
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[32][64,35,35] 0.433 0.400 0.480 0.520
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[32][256,35,35] 0.496 0.418 0.597 0.569
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[32][96,35,35] 0.555 0.498 0.635 0.663
concat{"kernel_size":1}[32][288,35,35] 0.553 0.552 0.556 0.564
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[32][288,35,35] 0.518 0.439 0.617 0.665
conv2d{"in_channels":288,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[32][288,35,35] 0.429 0.381 0.515 0.400
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[32][288,35,35] 0.458 0.412 0.545 0.418
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[32][288,35,35] 0.992 0.992 0.991 0.991
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[32][48,35,35] 0.468 0.469 0.469 0.465
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[32][64,35,35] 0.403 0.397 0.416 0.394
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[32][288,35,35] 0.456 0.441 0.527 0.439
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[32][96,35,35] 0.505 0.504 0.500 0.544
concat{"kernel_size":1}[32][288,35,35] 0.444 0.445 0.443 0.443
conv2d{"in_channels":288,"kernel_size":3,"out_channels":384,"padding":0,"stride":2}[32][288,35,35] 1.056 1.058 1.057 1.097
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[32][288,35,35] 0.438 0.438 0.436 0.438
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[32][288,35,35] 0.349 0.349 0.349 0.350
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[32][64,35,35] 0.404 0.404 0.402 0.403
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":0,"stride":2}[32][96,35,35] 0.263 0.262 0.263 0.262
concat{"kernel_size":1}[32][768,17,17] 0.353 0.350 0.351 0.349
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.459 0.515 0.400 0.401
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[32][768,17,17] 0.371 0.433 0.336 0.331
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[32][768,17,17] 0.374 0.454 0.325 0.325
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[32][768,17,17] 0.647 0.646 0.639 0.637
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[32][128,17,17] 0.256 0.253 0.253 0.250
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[32][128,17,17] 0.334 0.442 0.285 0.266
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.507 0.566 0.466 0.464
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[32][128,17,17] 0.328 0.383 0.285 0.301
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[32][128,17,17] 0.304 0.373 0.340 0.303
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[32][128,17,17] 0.446 0.515 0.401 0.443
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[32][128,17,17] 0.384 0.420 0.353 0.384
concat{"kernel_size":1}[32][768,17,17] 0.364 0.370 0.364 0.382
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.490 0.545 0.507 0.600
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[32][768,17,17] 0.401 0.418 0.418 0.518
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[32][768,17,17] 0.417 0.401 0.419 0.518
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[32][768,17,17] 0.634 0.634 0.633 0.632
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[32][160,17,17] 0.363 0.358 0.358 0.347
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[32][160,17,17] 0.374 0.324 0.435 0.523
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.470 0.412 0.540 0.495
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[32][160,17,17] 0.364 0.339 0.423 0.363
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[32][160,17,17] 0.372 0.357 0.449 0.394
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[32][160,17,17] 0.486 0.485 0.537 0.519
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[32][160,17,17] 0.413 0.396 0.425 0.421
concat{"kernel_size":1}[32][768,17,17] 0.361 0.358 0.361 0.359
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.460 0.461 0.462 0.608
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[32][768,17,17] 0.369 0.370 0.368 0.394
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[32][768,17,17] 0.383 0.380 0.415 0.417
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[32][768,17,17] 0.635 0.636 0.634 0.635
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[32][160,17,17] 0.327 0.338 0.326 0.359
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[32][160,17,17] 0.326 0.324 0.326 0.322
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.402 0.401 0.400 0.479
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[32][160,17,17] 0.341 0.339 0.339 0.498
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[32][160,17,17] 0.331 0.330 0.332 0.397
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[32][160,17,17] 0.429 0.461 0.487 0.508
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[32][160,17,17] 0.392 0.395 0.398 0.560
concat{"kernel_size":1}[32][768,17,17] 0.361 0.361 0.359 0.491
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.474 0.465 0.477 0.552
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.378 0.379 0.379 0.378
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.392 0.404 0.393 0.396
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[32][768,17,17] 0.634 0.635 0.636 0.644
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[32][192,17,17] 0.399 0.400 0.399 0.445
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[32][192,17,17] 0.364 0.364 0.366 0.363
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.405 0.403 0.401 0.423
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[32][192,17,17] 0.408 0.392 0.459 0.404
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[32][192,17,17] 0.364 0.362 0.361 0.359
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[32][192,17,17] 0.452 0.440 0.464 0.528
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[32][192,17,17] 0.475 0.480 0.478 0.480
concat{"kernel_size":1}[32][768,17,17] 0.300 0.309 0.292 0.292
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.447 0.449 0.460 0.499
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][768,17,17] 0.402 0.399 0.385 0.430
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[32][768,17,17] 0.278 0.277 0.279 0.287
conv2d{"in_channels":192,"kernel_size":3,"out_channels":320,"padding":0,"stride":2}[32][192,17,17] 0.457 0.421 0.415 0.488
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[32][192,17,17] 0.535 0.549 0.519 0.811
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[32][192,17,17] 0.456 0.402 0.399 0.777
conv2d{"in_channels":192,"kernel_size":3,"out_channels":192,"padding":0,"stride":2}[32][192,17,17] 0.477 0.424 0.422 0.644
concat{"kernel_size":1}[32][1280,8,8] 0.311 0.294 0.284 0.481
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[32][1280,8,8] 0.495 0.533 0.528 0.554
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[32][1280,8,8] 0.437 0.458 0.469 0.468
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[32][1280,8,8] 0.389 0.378 0.400 0.381
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[32][1280,8,8] 0.279 0.282 0.279 0.285
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[32][384,8,8] 0.499 0.533 0.533 0.629
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[32][384,8,8] 0.524 0.566 0.575 0.718
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[32][448,8,8] 0.765 0.698 0.908 0.899
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][1280,8,8] 0.370 0.395 0.396 0.389
concat{"kernel_size":1}[32][768,8,8] 0.130 0.139 0.134 0.136
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[32][384,8,8] 0.561 0.608 0.593 0.710
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[32][384,8,8] 0.534 0.579 0.580 0.598
concat{"kernel_size":1}[32][768,8,8] 0.120 0.126 0.135 0.122
concat{"kernel_size":1}[32][2048,8,8] 0.383 0.419 0.423 0.442
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[32][2048,8,8] 0.644 0.656 0.649 0.833
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[32][2048,8,8] 0.415 0.422 0.426 0.433
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[32][2048,8,8] 0.546 0.563 0.572 0.576
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[32][2048,8,8] 0.417 0.416 0.417 0.418
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[32][384,8,8] 0.532 0.542 0.546 0.547
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[32][384,8,8] 0.524 0.533 0.542 0.543
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[32][448,8,8] 0.838 0.882 0.889 0.936
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[32][2048,8,8] 0.428 0.441 0.436 0.445
concat{"kernel_size":1}[32][768,8,8] 0.149 0.162 0.171 0.218
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[32][384,8,8] 0.562 0.568 0.573 0.609
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[32][384,8,8] 0.570 0.589 0.596 0.593
concat{"kernel_size":1}[32][768,8,8] 0.140 0.144 0.139 0.137
concat{"kernel_size":1}[32][2048,8,8] 0.239 0.244 0.262 0.242
adAvgPool2d{"output_height":1,"output_width":1}[32][2048,8,8] 0.189 0.185 0.213 0.213
flatten{"kernel_size":1}[32][2048,1,1] 0.110 0.100 0.138 0.179
linear{"bias":true,"in_features":2048,"out_features":1000}[32]2048 0.159 0.171 0.167 0.169
SUM(avg) 62.068
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":32,"padding":0,"stride":2}[16][3,299,299] 0.438 0.435 0.460 0.474
conv2d{"in_channels":32,"kernel_size":3,"out_channels":32,"padding":0,"stride":1}[16][32,149,149] 1.078 1.068 1.101 1.146
conv2d{"in_channels":32,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[16][32,147,147] 1.420 1.412 1.447 1.461
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[16][64,147,147] 0.650 0.651 0.649 0.651
conv2d{"in_channels":64,"kernel_size":1,"out_channels":80,"padding":0,"stride":1}[16][64,73,73] 0.348 0.349 0.348 0.349
conv2d{"in_channels":80,"kernel_size":3,"out_channels":192,"padding":0,"stride":1}[16][80,73,73] 1.329 1.324 1.362 1.352
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[16][192,71,71] 0.577 0.563 0.568 0.638
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[16][192,35,35] 0.196 0.195 0.200 0.254
conv2d{"in_channels":192,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[16][192,35,35] 0.263 0.248 0.320 0.496
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[16][192,35,35] 0.215 0.189 0.382 0.409
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[16][192,35,35] 0.387 0.383 0.417 0.460
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[16][48,35,35] 0.489 0.505 0.563 0.601
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[16][64,35,35] 0.527 0.536 0.617 0.671
conv2d{"in_channels":192,"kernel_size":1,"out_channels":32,"padding":0,"stride":1}[16][192,35,35] 0.292 0.301 0.352 0.446
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[16][96,35,35] 0.523 0.530 0.598 0.679
concat{"kernel_size":1}[16][256,35,35] 0.269 0.271 0.293 0.308
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[16][256,35,35] 0.375 0.386 0.437 0.571
conv2d{"in_channels":256,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[16][256,35,35] 0.375 0.384 0.410 0.501
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[16][256,35,35] 0.338 0.347 0.280 0.426
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[16][256,35,35] 0.484 0.484 0.472 0.517
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[16][48,35,35] 0.340 0.332 0.297 0.504
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[16][64,35,35] 0.487 0.512 0.387 0.572
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[16][256,35,35] 0.370 0.381 0.306 0.507
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[16][96,35,35] 0.520 0.528 0.456 0.645
concat{"kernel_size":1}[16][288,35,35] 0.289 0.290 0.283 0.506
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[16][288,35,35] 0.469 0.489 0.397 0.862
conv2d{"in_channels":288,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[16][288,35,35] 0.392 0.406 0.337 0.720
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[16][288,35,35] 0.350 0.367 0.300 0.455
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[16][288,35,35] 0.528 0.528 0.524 0.568
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[16][48,35,35] 0.413 0.409 0.402 0.779
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[16][64,35,35] 0.452 0.493 0.483 0.652
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[16][288,35,35] 0.381 0.402 0.399 0.701
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[16][96,35,35] 0.501 0.529 0.525 0.944
concat{"kernel_size":1}[16][288,35,35] 0.279 0.283 0.275 0.551
conv2d{"in_channels":288,"kernel_size":3,"out_channels":384,"padding":0,"stride":2}[16][288,35,35] 0.883 0.925 0.933 1.158
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[16][288,35,35] 0.336 0.350 0.319 0.620
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[16][288,35,35] 0.199 0.203 0.203 0.267
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[16][64,35,35] 0.357 0.416 0.418 0.745
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":0,"stride":2}[16][96,35,35] 0.280 0.302 0.311 0.793
concat{"kernel_size":1}[16][768,17,17] 0.328 0.327 0.343 0.408
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.460 0.490 0.531 0.565
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[16][768,17,17] 0.304 0.298 0.344 0.351
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[16][768,17,17] 0.360 0.331 0.391 0.338
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[16][768,17,17] 0.368 0.358 0.388 0.353
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[16][128,17,17] 0.372 0.348 0.403 0.363
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[16][128,17,17] 0.438 0.413 0.446 0.418
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.416 0.388 0.445 0.386
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[16][128,17,17] 0.480 0.447 0.553 0.452
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[16][128,17,17] 0.357 0.329 0.408 0.336
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[16][128,17,17] 0.411 0.398 0.458 0.401
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[16][128,17,17] 0.465 0.444 0.533 0.451
concat{"kernel_size":1}[16][768,17,17] 0.327 0.330 0.345 0.318
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.430 0.416 0.483 0.419
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[16][768,17,17] 0.326 0.320 0.339 0.319
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[16][768,17,17] 0.394 0.387 0.466 0.387
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[16][768,17,17] 0.356 0.355 0.365 0.357
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[16][160,17,17] 0.380 0.373 0.451 0.357
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[16][160,17,17] 0.426 0.422 0.471 0.417
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.386 0.387 0.456 0.374
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[16][160,17,17] 0.475 0.474 0.514 0.478
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[16][160,17,17] 0.323 0.326 0.322 0.323
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[16][160,17,17] 0.426 0.417 0.429 0.424
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[16][160,17,17] 0.463 0.469 0.460 0.460
concat{"kernel_size":1}[16][768,17,17] 0.327 0.316 0.335 0.320
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.418 0.412 0.411 0.458
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[16][768,17,17] 0.319 0.316 0.316 0.318
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[16][768,17,17] 0.392 0.388 0.409 0.389
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[16][768,17,17] 0.357 0.357 0.353 0.355
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[16][160,17,17] 0.376 0.384 0.373 0.375
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[16][160,17,17] 0.425 0.442 0.414 0.421
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.386 0.384 0.381 0.379
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[16][160,17,17] 0.466 0.457 0.457 0.480
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[16][160,17,17] 0.321 0.326 0.323 0.371
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[16][160,17,17] 0.424 0.426 0.415 0.495
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[16][160,17,17] 0.459 0.461 0.456 0.544
concat{"kernel_size":1}[16][768,17,17] 0.326 0.333 0.319 0.337
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.420 0.413 0.417 0.472
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.291 0.295 0.294 0.292
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.350 0.350 0.344 0.351
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[16][768,17,17] 0.345 0.337 0.341 0.339
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[16][192,17,17] 0.396 0.385 0.392 0.389
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[16][192,17,17] 0.444 0.443 0.441 0.443
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.370 0.368 0.403 0.362
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[16][192,17,17] 0.468 0.458 0.479 0.460
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[16][192,17,17] 0.336 0.334 0.331 0.337
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[16][192,17,17] 0.456 0.452 0.452 0.454
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[16][192,17,17] 0.467 0.456 0.526 0.457
concat{"kernel_size":1}[16][768,17,17] 0.288 0.342 0.279 0.286
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.379 0.400 0.364 0.372
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][768,17,17] 0.362 0.391 0.346 0.360
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[16][768,17,17] 0.168 0.165 0.167 0.176
conv2d{"in_channels":192,"kernel_size":3,"out_channels":320,"padding":0,"stride":2}[16][192,17,17] 0.516 0.517 0.476 0.530
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[16][192,17,17] 0.523 0.614 0.499 0.502
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[16][192,17,17] 0.476 0.594 0.448 0.475
conv2d{"in_channels":192,"kernel_size":3,"out_channels":192,"padding":0,"stride":2}[16][192,17,17] 0.425 0.514 0.393 0.418
concat{"kernel_size":1}[16][1280,8,8] 0.316 0.329 0.353 0.314
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[16][1280,8,8] 0.448 0.459 0.485 0.427
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[16][1280,8,8] 0.444 0.341 0.529 0.461
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[16][1280,8,8] 0.343 0.309 0.374 0.311
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[16][1280,8,8] 0.160 0.153 0.165 0.163
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[16][384,8,8] 0.460 0.503 0.518 0.421
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[16][384,8,8] 0.461 0.517 0.537 0.457
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[16][448,8,8] 0.687 0.548 0.816 0.690
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][1280,8,8] 0.381 0.414 0.412 0.360
concat{"kernel_size":1}[16][768,8,8] 0.128 0.136 0.140 0.122
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[16][384,8,8] 0.466 0.494 0.537 0.477
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[16][384,8,8] 0.441 0.384 0.527 0.439
concat{"kernel_size":1}[16][768,8,8] 0.118 0.130 0.127 0.115
concat{"kernel_size":1}[16][2048,8,8] 0.411 0.439 0.444 0.418
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[16][2048,8,8] 0.621 0.634 0.647 0.646
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[16][2048,8,8] 0.491 0.510 0.506 0.458
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[16][2048,8,8] 0.467 0.482 0.486 0.437
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[16][2048,8,8] 0.234 0.235 0.235 0.236
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[16][384,8,8] 0.472 0.495 0.490 0.511
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[16][384,8,8] 0.508 0.481 0.500 4.168
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[16][448,8,8] 0.804 0.855 0.866 0.773
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[16][2048,8,8] 0.432 0.439 0.455 0.448
concat{"kernel_size":1}[16][768,8,8] 0.148 0.148 0.149 0.147
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[16][384,8,8] 0.510 0.525 0.536 0.457
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[16][384,8,8] 0.498 0.520 0.523 0.441
concat{"kernel_size":1}[16][768,8,8] 0.142 0.155 0.148 0.158
concat{"kernel_size":1}[16][2048,8,8] 0.232 0.235 0.243 0.244
adAvgPool2d{"output_height":1,"output_width":1}[16][2048,8,8] 0.193 0.188 0.217 0.228
flatten{"kernel_size":1}[16][2048,1,1] 0.128 0.133 0.150 0.187
linear{"bias":true,"in_features":2048,"out_features":1000}[16]2048 0.160 0.161 0.160 0.162
SUM(avg) 51.653
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":32,"padding":0,"stride":2}[8][3,299,299] 0.262 0.259 0.269 0.293
conv2d{"in_channels":32,"kernel_size":3,"out_channels":32,"padding":0,"stride":1}[8][32,149,149] 0.616 0.614 0.626 0.622
conv2d{"in_channels":32,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[8][32,147,147] 0.840 0.840 0.846 0.854
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[8][64,147,147] 0.340 0.340 0.340 0.340
conv2d{"in_channels":64,"kernel_size":1,"out_channels":80,"padding":0,"stride":1}[8][64,73,73] 0.202 0.203 0.201 0.202
conv2d{"in_channels":80,"kernel_size":3,"out_channels":192,"padding":0,"stride":1}[8][80,73,73] 0.906 0.907 0.913 0.916
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[8][192,71,71] 0.461 0.460 0.464 0.464
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[8][192,35,35] 0.273 0.273 0.276 0.270
conv2d{"in_channels":192,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[8][192,35,35] 0.340 0.341 0.342 0.343
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[8][192,35,35] 0.290 0.286 0.291 0.287
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[8][192,35,35] 0.246 0.249 0.247 0.243
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[8][48,35,35] 0.484 0.480 0.486 0.495
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[8][64,35,35] 0.482 0.479 0.481 0.492
conv2d{"in_channels":192,"kernel_size":1,"out_channels":32,"padding":0,"stride":1}[8][192,35,35] 0.257 0.263 0.256 0.259
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[8][96,35,35] 0.522 0.521 0.517 0.524
concat{"kernel_size":1}[8][256,35,35] 0.306 0.296 0.313 0.321
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[8][256,35,35] 0.410 0.411 0.411 0.406
conv2d{"in_channels":256,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[8][256,35,35] 0.352 0.354 0.353 0.354
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[8][256,35,35] 0.272 0.275 0.274 0.277
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[8][256,35,35] 0.299 0.299 0.302 0.300
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[8][48,35,35] 0.443 0.447 0.460 0.456
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[8][64,35,35] 0.464 0.474 0.499 0.471
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[8][256,35,35] 0.334 0.338 0.335 0.352
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[8][96,35,35] 0.513 0.525 0.521 0.533
concat{"kernel_size":1}[8][288,35,35] 0.306 0.316 0.285 0.311
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[8][288,35,35] 0.403 0.414 0.416 0.411
conv2d{"in_channels":288,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[8][288,35,35] 0.368 0.374 0.363 0.378
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[8][288,35,35] 0.246 0.251 0.242 0.250
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[8][288,35,35] 0.326 0.329 0.340 0.331
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[8][48,35,35] 0.430 0.434 0.433 0.443
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[8][64,35,35] 0.450 0.472 0.475 0.452
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[8][288,35,35] 0.330 0.347 0.335 0.346
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[8][96,35,35] 0.492 0.514 0.516 0.519
concat{"kernel_size":1}[8][288,35,35] 0.287 0.293 0.290 0.293
conv2d{"in_channels":288,"kernel_size":3,"out_channels":384,"padding":0,"stride":2}[8][288,35,35] 0.697 0.727 0.731 0.742
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[8][288,35,35] 0.326 0.348 0.344 0.368
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[8][288,35,35] 0.144 0.152 0.154 0.153
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[8][64,35,35] 0.423 0.450 0.455 0.466
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":0,"stride":2}[8][96,35,35] 0.321 0.332 0.363 0.357
concat{"kernel_size":1}[8][768,17,17] 0.331 0.334 0.360 0.364
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.417 0.417 0.449 0.459
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[8][768,17,17] 0.267 0.235 0.296 0.305
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[8][768,17,17] 0.353 0.331 0.379 0.386
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[8][768,17,17] 0.222 0.210 0.235 0.241
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[8][128,17,17] 0.351 0.324 0.378 0.385
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[8][128,17,17] 0.382 0.356 0.407 0.404
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.384 0.354 0.415 0.421
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[8][128,17,17] 0.428 0.395 0.468 0.477
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[8][128,17,17] 0.365 0.338 0.386 0.397
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[8][128,17,17] 0.373 0.353 0.403 0.415
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[8][128,17,17] 0.428 0.399 0.469 0.482
concat{"kernel_size":1}[8][768,17,17] 0.345 0.331 0.388 0.389
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.415 0.401 0.448 0.455
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[8][768,17,17] 0.277 0.252 0.312 0.323
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[8][768,17,17] 0.331 0.305 0.366 0.368
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[8][768,17,17] 0.214 0.204 0.230 0.233
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[8][160,17,17] 0.407 0.380 0.443 0.450
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[8][160,17,17] 0.401 0.383 0.448 0.451
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.374 0.360 0.417 0.418
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[8][160,17,17] 0.414 0.392 0.467 0.468
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[8][160,17,17] 0.400 0.376 0.449 0.453
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[8][160,17,17] 0.414 0.399 0.470 0.470
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[8][160,17,17] 0.414 0.397 0.469 0.488
concat{"kernel_size":1}[8][768,17,17] 0.349 0.340 0.383 0.381
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.405 0.391 0.443 0.453
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[8][768,17,17] 0.267 0.263 0.307 0.326
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[8][768,17,17] 0.324 0.308 0.367 0.369
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[8][768,17,17] 0.212 0.201 0.236 0.234
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[8][160,17,17] 0.399 0.387 0.438 0.444
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[8][160,17,17] 0.399 0.376 0.462 0.455
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.374 0.358 0.422 0.423
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[8][160,17,17] 0.411 0.390 0.466 0.466
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[8][160,17,17] 0.400 0.386 0.446 0.476
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[8][160,17,17] 0.412 0.400 0.456 0.469
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[8][160,17,17] 0.412 0.399 0.466 0.496
concat{"kernel_size":1}[8][768,17,17] 0.346 0.357 0.385 0.382
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.427 0.427 0.443 0.453
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.256 0.242 0.301 0.490
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.340 0.329 0.391 0.437
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[8][768,17,17] 0.206 0.202 0.231 0.241
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[8][192,17,17] 0.431 0.415 0.507 0.726
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[8][192,17,17] 0.412 0.402 0.470 0.715
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.369 0.353 0.457 0.412
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[8][192,17,17] 0.453 0.442 0.491 0.539
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[8][192,17,17] 0.403 0.403 0.400 0.656
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[8][192,17,17] 0.421 0.421 0.418 0.737
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[8][192,17,17] 0.438 0.418 0.469 0.696
concat{"kernel_size":1}[8][768,17,17] 0.312 0.346 0.282 0.335
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.414 0.458 0.368 0.652
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][768,17,17] 0.345 0.403 0.306 0.347
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[8][768,17,17] 0.113 0.114 0.110 0.143
conv2d{"in_channels":192,"kernel_size":3,"out_channels":320,"padding":0,"stride":2}[8][192,17,17] 0.500 0.565 0.560 0.782
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[8][192,17,17] 0.498 0.587 0.446 0.604
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[8][192,17,17] 0.450 0.518 0.382 0.716
conv2d{"in_channels":192,"kernel_size":3,"out_channels":192,"padding":0,"stride":2}[8][192,17,17] 0.397 0.465 0.358 0.641
concat{"kernel_size":1}[8][1280,8,8] 0.331 0.289 0.357 0.451
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[8][1280,8,8] 0.426 0.428 0.462 0.480
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[8][1280,8,8] 0.441 0.426 0.523 0.554
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[8][1280,8,8] 0.330 0.299 0.394 0.433
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[8][1280,8,8] 0.102 0.103 0.108 0.115
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[8][384,8,8] 0.420 0.436 0.477 0.499
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[8][384,8,8] 0.422 0.354 0.484 0.552
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[8][448,8,8] 0.671 0.605 0.824 0.865
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][1280,8,8] 0.361 0.395 0.389 0.413
concat{"kernel_size":1}[8][768,8,8] 0.128 0.120 0.141 0.143
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[8][384,8,8] 0.432 0.361 0.512 0.537
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[8][384,8,8] 0.402 0.382 0.487 0.516
concat{"kernel_size":1}[8][768,8,8] 0.118 0.115 0.124 0.134
concat{"kernel_size":1}[8][2048,8,8] 0.411 0.409 0.437 0.471
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[8][2048,8,8] 0.619 0.622 0.637 0.665
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[8][2048,8,8] 0.512 0.517 0.528 0.647
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[8][2048,8,8] 0.398 0.410 0.415 0.471
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[8][2048,8,8] 0.144 0.143 0.145 0.147
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[8][384,8,8] 0.456 0.448 0.464 0.486
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[8][384,8,8] 0.488 0.491 0.489 0.517
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[8][448,8,8] 0.784 0.810 0.813 0.958
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[8][2048,8,8] 0.421 0.427 0.423 0.424
concat{"kernel_size":1}[8][768,8,8] 0.142 0.139 0.142 0.151
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[8][384,8,8] 0.500 0.504 0.511 0.530
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[8][384,8,8] 0.477 0.479 0.488 0.511
concat{"kernel_size":1}[8][768,8,8] 0.145 0.141 0.155 0.171
concat{"kernel_size":1}[8][2048,8,8] 0.229 0.234 0.237 0.250
adAvgPool2d{"output_height":1,"output_width":1}[8][2048,8,8] 0.176 0.169 0.190 0.217
flatten{"kernel_size":1}[8][2048,1,1] 0.121 0.124 0.150 0.166
linear{"bias":true,"in_features":2048,"out_features":1000}[8]2048 0.117 0.116 0.113 0.116
SUM(avg) 46.795
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":32,"padding":0,"stride":2}[4][3,299,299] 0.227 0.227 0.228 0.243
conv2d{"in_channels":32,"kernel_size":3,"out_channels":32,"padding":0,"stride":1}[4][32,149,149] 0.438 0.441 0.441 0.439
conv2d{"in_channels":32,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[4][32,147,147] 0.608 0.611 0.615 0.626
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[4][64,147,147] 0.208 0.210 0.207 0.206
conv2d{"in_channels":64,"kernel_size":1,"out_channels":80,"padding":0,"stride":1}[4][64,73,73] 0.213 0.215 0.215 0.219
conv2d{"in_channels":80,"kernel_size":3,"out_channels":192,"padding":0,"stride":1}[4][80,73,73] 0.724 0.727 0.736 0.725
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[4][192,71,71] 0.362 0.358 0.365 0.352
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[4][192,35,35] 0.299 0.292 0.295 0.289
conv2d{"in_channels":192,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[4][192,35,35] 0.369 0.371 0.371 0.376
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[4][192,35,35] 0.308 0.306 0.311 0.311
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[4][192,35,35] 0.178 0.177 0.180 0.176
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[4][48,35,35] 0.454 0.459 0.449 0.460
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[4][64,35,35] 0.400 0.399 0.400 0.403
conv2d{"in_channels":192,"kernel_size":1,"out_channels":32,"padding":0,"stride":1}[4][192,35,35] 0.312 0.309 0.316 0.312
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[4][96,35,35] 0.445 0.448 0.448 0.443
concat{"kernel_size":1}[4][256,35,35] 0.351 0.354 0.354 0.357
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[4][256,35,35] 0.375 0.376 0.375 0.390
conv2d{"in_channels":256,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[4][256,35,35] 0.359 0.360 0.370 0.372
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[4][256,35,35] 0.278 0.278 0.291 0.285
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[4][256,35,35] 0.206 0.210 0.208 0.209
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[4][48,35,35] 0.431 0.441 0.440 0.445
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[4][64,35,35] 0.385 0.400 0.401 0.439
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[4][256,35,35] 0.317 0.325 0.324 0.371
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[4][96,35,35] 0.437 0.445 0.447 0.514
concat{"kernel_size":1}[4][288,35,35] 0.348 0.350 0.351 0.382
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[4][288,35,35] 0.384 0.397 0.401 0.433
conv2d{"in_channels":288,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[4][288,35,35] 0.330 0.346 0.350 0.342
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[4][288,35,35] 0.280 0.288 0.302 0.289
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[4][288,35,35] 0.212 0.220 0.221 0.222
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[4][48,35,35] 0.417 0.440 0.440 0.427
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[4][64,35,35] 0.364 0.381 0.394 0.375
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[4][288,35,35] 0.319 0.294 0.363 0.337
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[4][96,35,35] 0.412 0.388 0.451 0.461
concat{"kernel_size":1}[4][288,35,35] 0.291 0.287 0.321 0.308
conv2d{"in_channels":288,"kernel_size":3,"out_channels":384,"padding":0,"stride":2}[4][288,35,35] 0.614 0.591 0.662 0.655
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[4][288,35,35] 0.293 0.291 0.336 0.310
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[4][288,35,35] 0.119 0.115 0.147 0.116
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[4][64,35,35] 0.364 0.359 0.413 0.361
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":0,"stride":2}[4][96,35,35] 0.312 0.301 0.366 0.355
concat{"kernel_size":1}[4][768,17,17] 0.318 0.323 0.323 0.341
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.355 0.346 0.402 0.404
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[4][768,17,17] 0.257 0.249 0.290 0.300
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[4][768,17,17] 0.293 0.282 0.349 0.338
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[4][768,17,17] 0.153 0.149 0.169 0.173
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[4][128,17,17] 0.318 0.310 0.351 0.359
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[4][128,17,17] 0.332 0.324 0.376 0.386
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.325 0.314 0.374 0.398
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[4][128,17,17] 0.362 0.354 0.418 0.426
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[4][128,17,17] 0.327 0.319 0.393 0.372
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[4][128,17,17] 0.332 0.324 0.379 0.376
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[4][128,17,17] 0.351 0.344 0.385 0.406
concat{"kernel_size":1}[4][768,17,17] 0.334 0.324 0.351 0.360
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.358 0.358 0.384 0.408
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[4][768,17,17] 0.257 0.251 0.267 0.310
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[4][768,17,17] 0.289 0.281 0.286 0.314
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[4][768,17,17] 0.150 0.147 0.149 0.171
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[4][160,17,17] 0.318 0.314 0.310 0.363
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[4][160,17,17] 0.318 0.315 0.313 0.366
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.317 0.316 0.309 0.352
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[4][160,17,17] 0.386 0.386 0.389 0.431
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[4][160,17,17] 0.322 0.332 0.320 0.379
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[4][160,17,17] 0.318 0.320 0.318 0.370
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[4][160,17,17] 0.378 0.382 0.374 0.470
concat{"kernel_size":1}[4][768,17,17] 0.337 0.344 0.347 0.367
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.351 0.355 0.361 0.410
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[4][768,17,17] 0.255 0.255 0.252 0.316
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[4][768,17,17] 0.288 0.290 0.292 0.346
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[4][768,17,17] 0.149 0.148 0.154 0.175
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[4][160,17,17] 0.314 0.319 0.311 0.366
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[4][160,17,17] 0.319 0.324 0.321 0.377
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.315 0.309 0.316 0.374
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[4][160,17,17] 0.383 0.388 0.383 0.469
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[4][160,17,17] 0.323 0.323 0.347 0.388
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[4][160,17,17] 0.318 0.320 0.319 0.374
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[4][160,17,17] 0.375 0.375 0.373 0.458
concat{"kernel_size":1}[4][768,17,17] 0.333 0.330 0.337 0.380
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.360 0.352 0.350 0.414
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.269 0.267 0.273 0.330
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.302 0.294 0.300 0.368
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[4][768,17,17] 0.146 0.145 0.148 0.171
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[4][192,17,17] 0.393 0.398 0.403 0.451
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[4][192,17,17] 0.393 0.388 0.394 0.491
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.313 0.313 0.310 0.390
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[4][192,17,17] 0.408 0.434 0.397 0.469
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[4][192,17,17] 0.397 0.391 0.400 0.479
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[4][192,17,17] 0.397 0.392 0.394 0.465
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[4][192,17,17] 0.402 0.396 0.396 0.472
concat{"kernel_size":1}[4][768,17,17] 0.304 0.295 0.311 0.337
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.360 0.345 0.356 0.393
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][768,17,17] 0.312 0.298 0.311 0.302
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[4][768,17,17] 0.103 0.098 0.097 0.144
conv2d{"in_channels":192,"kernel_size":3,"out_channels":320,"padding":0,"stride":2}[4][192,17,17] 0.493 0.527 0.601 0.672
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[4][192,17,17] 0.431 0.415 0.414 0.416
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[4][192,17,17] 0.413 0.395 0.403 0.399
conv2d{"in_channels":192,"kernel_size":3,"out_channels":192,"padding":0,"stride":2}[4][192,17,17] 0.347 0.306 0.388 0.538
concat{"kernel_size":1}[4][1280,8,8] 0.349 0.340 0.435 0.402
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[4][1280,8,8] 0.391 0.395 0.393 0.399
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[4][1280,8,8] 0.422 0.412 0.480 0.484
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[4][1280,8,8] 0.301 0.324 0.324 0.345
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[4][1280,8,8] 0.095 0.082 0.125 0.080
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[4][384,8,8] 0.439 0.464 0.460 0.490
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[4][384,8,8] 0.455 0.475 0.467 0.541
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[4][448,8,8] 0.643 0.708 0.700 0.793
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][1280,8,8] 0.336 0.338 0.334 0.363
concat{"kernel_size":1}[4][768,8,8] 0.128 0.133 0.134 0.128
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[4][384,8,8] 0.461 0.485 0.501 0.535
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[4][384,8,8] 0.425 0.454 0.451 0.467
concat{"kernel_size":1}[4][768,8,8] 0.121 0.125 0.126 0.127
concat{"kernel_size":1}[4][2048,8,8] 0.424 0.433 0.438 0.432
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[4][2048,8,8] 0.543 0.559 0.575 0.650
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[4][2048,8,8] 0.474 0.473 0.487 0.512
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[4][2048,8,8] 0.353 0.357 0.361 0.365
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[4][2048,8,8] 0.108 0.104 0.111 0.113
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[4][384,8,8] 0.446 0.449 0.458 0.467
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[4][384,8,8] 0.462 0.477 0.499 0.475
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[4][448,8,8] 0.738 0.754 0.766 0.815
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[4][2048,8,8] 0.364 0.371 0.368 0.369
concat{"kernel_size":1}[4][768,8,8] 0.136 0.135 0.159 0.142
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[4][384,8,8] 0.481 0.482 0.499 0.498
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[4][384,8,8] 0.464 0.473 0.476 0.508
concat{"kernel_size":1}[4][768,8,8] 0.134 0.137 0.157 0.128
concat{"kernel_size":1}[4][2048,8,8] 0.216 0.218 0.235 0.231
adAvgPool2d{"output_height":1,"output_width":1}[4][2048,8,8] 0.157 0.154 0.174 0.204
flatten{"kernel_size":1}[4][2048,1,1] 0.108 0.107 0.132 0.166
linear{"bias":true,"in_features":2048,"out_features":1000}[4]2048 0.097 0.096 0.097 0.104
SUM(avg) 42.084
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":32,"padding":0,"stride":2}[2][3,299,299] 0.215 0.213 0.211 0.240
conv2d{"in_channels":32,"kernel_size":3,"out_channels":32,"padding":0,"stride":1}[2][32,149,149] 0.323 0.319 0.322 0.333
conv2d{"in_channels":32,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[2][32,147,147] 0.428 0.428 0.433 0.457
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[2][64,147,147] 0.168 0.170 0.166 0.174
conv2d{"in_channels":64,"kernel_size":1,"out_channels":80,"padding":0,"stride":1}[2][64,73,73] 0.250 0.258 0.252 0.255
conv2d{"in_channels":80,"kernel_size":3,"out_channels":192,"padding":0,"stride":1}[2][80,73,73] 0.609 0.604 0.603 0.635
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[2][192,71,71] 0.307 0.302 0.294 0.323
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[2][192,35,35] 0.344 0.346 0.344 0.373
conv2d{"in_channels":192,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[2][192,35,35] 0.310 0.304 0.305 0.325
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[2][192,35,35] 0.335 0.335 0.341 0.343
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[2][192,35,35] 0.139 0.138 0.139 0.146
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[2][48,35,35] 0.404 0.403 0.403 0.440
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[2][64,35,35] 0.379 0.378 0.374 0.391
conv2d{"in_channels":192,"kernel_size":1,"out_channels":32,"padding":0,"stride":1}[2][192,35,35] 0.284 0.278 0.284 0.292
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[2][96,35,35] 0.351 0.362 0.346 0.363
concat{"kernel_size":1}[2][256,35,35] 0.349 0.357 0.358 0.354
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[2][256,35,35] 0.376 0.376 0.380 0.400
conv2d{"in_channels":256,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[2][256,35,35] 0.342 0.344 0.343 0.350
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[2][256,35,35] 0.321 0.321 0.323 0.326
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[2][256,35,35] 0.150 0.150 0.153 0.159
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[2][48,35,35] 0.394 0.395 0.397 0.400
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[2][64,35,35] 0.374 0.372 0.376 0.391
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[2][256,35,35] 0.330 0.333 0.330 0.343
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[2][96,35,35] 0.348 0.347 0.350 0.355
concat{"kernel_size":1}[2][288,35,35] 0.350 0.357 0.354 0.385
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[2][288,35,35] 0.358 0.362 0.363 0.375
conv2d{"in_channels":288,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[2][288,35,35] 0.311 0.321 0.308 0.323
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[2][288,35,35] 0.301 0.302 0.331 0.321
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[2][288,35,35] 0.160 0.161 0.164 0.170
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[2][48,35,35] 0.393 0.386 0.391 0.437
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[2][64,35,35] 0.375 0.373 0.406 0.382
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[2][288,35,35] 0.318 0.314 0.314 0.331
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[2][96,35,35] 0.351 0.348 0.352 0.359
concat{"kernel_size":1}[2][288,35,35] 0.303 0.310 0.299 0.341
conv2d{"in_channels":288,"kernel_size":3,"out_channels":384,"padding":0,"stride":2}[2][288,35,35] 0.626 0.626 0.626 0.659
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[2][288,35,35] 0.294 0.318 0.292 0.255
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[2][288,35,35] 0.133 0.135 0.131 0.147
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[2][64,35,35] 0.376 0.378 0.396 0.388
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":0,"stride":2}[2][96,35,35] 0.382 0.381 0.386 0.401
concat{"kernel_size":1}[2][768,17,17] 0.343 0.361 0.338 0.360
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.382 0.381 0.389 0.575
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[2][768,17,17] 0.308 0.310 0.317 0.507
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[2][768,17,17] 0.307 0.311 0.317 0.326
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[2][768,17,17] 0.131 0.138 0.134 0.179
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[2][128,17,17] 0.355 0.363 0.352 0.595
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[2][128,17,17] 0.362 0.374 0.373 0.524
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.347 0.352 0.354 0.543
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[2][128,17,17] 0.372 0.370 0.375 0.642
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[2][128,17,17] 0.358 0.375 0.369 0.586
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[2][128,17,17] 0.369 0.374 0.369 0.888
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[2][128,17,17] 0.402 0.405 0.412 0.660
concat{"kernel_size":1}[2][768,17,17] 0.361 0.367 0.392 0.526
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.376 0.380 0.380 0.495
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[2][768,17,17] 0.306 0.308 0.320 0.466
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[2][768,17,17] 0.307 0.319 0.317 0.454
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[2][768,17,17] 0.126 0.131 0.131 0.131
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[2][160,17,17] 0.366 0.380 0.392 0.522
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[2][160,17,17] 0.405 0.423 0.417 0.627
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.342 0.353 0.360 0.532
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[2][160,17,17] 0.372 0.405 0.383 0.581
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[2][160,17,17] 0.362 0.376 0.366 0.541
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[2][160,17,17] 0.391 0.410 0.417 0.560
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[2][160,17,17] 0.364 0.380 0.369 0.528
concat{"kernel_size":1}[2][768,17,17] 0.355 0.361 0.408 0.496
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.357 0.366 0.376 0.364
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[2][768,17,17] 0.291 0.269 0.318 0.420
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[2][768,17,17] 0.294 0.273 0.318 0.523
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[2][768,17,17] 0.118 0.106 0.131 0.152
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[2][160,17,17] 0.342 0.321 0.375 0.404
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[2][160,17,17] 0.379 0.357 0.420 0.703
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.309 0.296 0.345 0.397
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[2][160,17,17] 0.342 0.326 0.381 0.412
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[2][160,17,17] 0.341 0.320 0.381 0.572
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[2][160,17,17] 0.368 0.352 0.414 0.596
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[2][160,17,17] 0.339 0.328 0.361 0.411
concat{"kernel_size":1}[2][768,17,17] 0.344 0.322 0.364 0.439
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.383 0.400 0.379 0.412
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.319 0.304 0.340 0.392
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.300 0.291 0.324 0.364
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[2][768,17,17] 0.111 0.112 0.139 0.163
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[2][192,17,17] 0.408 0.428 0.399 0.394
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[2][192,17,17] 0.368 0.350 0.399 0.415
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.336 0.345 0.295 0.345
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[2][192,17,17] 0.414 0.450 0.346 0.395
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[2][192,17,17] 0.385 0.346 0.411 0.431
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[2][192,17,17] 0.433 0.446 0.370 1.076
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[2][192,17,17] 0.416 0.459 0.346 0.402
concat{"kernel_size":1}[2][768,17,17] 0.319 0.329 0.301 0.363
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.403 0.393 0.432 0.457
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][768,17,17] 0.340 0.333 0.287 0.413
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[2][768,17,17] 0.113 0.111 0.128 0.147
conv2d{"in_channels":192,"kernel_size":3,"out_channels":320,"padding":0,"stride":2}[2][192,17,17] 0.371 0.368 0.375 0.401
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[2][192,17,17] 0.439 0.460 0.461 0.523
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[2][192,17,17] 0.447 0.450 0.511 0.522
conv2d{"in_channels":192,"kernel_size":3,"out_channels":192,"padding":0,"stride":2}[2][192,17,17] 0.295 0.288 0.322 0.378
concat{"kernel_size":1}[2][1280,8,8] 0.355 0.349 0.386 0.371
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[2][1280,8,8] 0.379 0.360 0.406 0.400
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[2][1280,8,8] 0.434 0.426 0.481 0.426
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[2][1280,8,8] 0.309 0.303 0.358 0.317
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[2][1280,8,8] 0.091 0.086 0.101 0.090
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[2][384,8,8] 0.363 0.353 0.398 0.408
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[2][384,8,8] 0.338 0.319 0.375 0.363
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[2][448,8,8] 0.579 0.562 0.611 0.606
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][1280,8,8] 0.317 0.307 0.346 0.349
concat{"kernel_size":1}[2][768,8,8] 0.124 0.120 0.133 0.147
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[2][384,8,8] 0.387 0.354 0.404 0.440
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[2][384,8,8] 0.337 0.313 0.366 0.366
concat{"kernel_size":1}[2][768,8,8] 0.118 0.121 0.125 0.116
concat{"kernel_size":1}[2][2048,8,8] 0.410 0.402 0.432 0.395
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[2][2048,8,8] 0.563 0.587 0.577 0.588
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[2][2048,8,8] 0.519 0.486 0.529 3.608
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[2][2048,8,8] 0.344 0.339 0.373 0.324
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[2][2048,8,8] 0.102 0.104 0.101 0.104
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[2][384,8,8] 0.375 0.386 0.396 0.396
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[2][384,8,8] 0.347 0.352 0.351 0.360
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[2][448,8,8] 0.631 0.621 0.623 0.604
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[2][2048,8,8] 0.358 0.368 0.377 0.384
concat{"kernel_size":1}[2][768,8,8] 0.143 0.144 0.158 0.142
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[2][384,8,8] 0.410 0.427 0.430 0.417
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[2][384,8,8] 0.366 0.385 0.383 0.372
concat{"kernel_size":1}[2][768,8,8] 0.137 0.140 0.145 0.175
concat{"kernel_size":1}[2][2048,8,8] 0.221 0.225 0.230 0.268
adAvgPool2d{"output_height":1,"output_width":1}[2][2048,8,8] 0.165 0.167 0.178 0.172
flatten{"kernel_size":1}[2][2048,1,1] 0.109 0.095 0.139 0.183
linear{"bias":true,"in_features":2048,"out_features":1000}[2]2048 0.091 0.099 0.090 0.088
SUM(avg) 41.180
#config avg(ms) p50 p90 p99
conv2d{"in_channels":3,"kernel_size":3,"out_channels":32,"padding":0,"stride":2}[1][3,299,299] 0.223 0.221 0.276 0.279
conv2d{"in_channels":32,"kernel_size":3,"out_channels":32,"padding":0,"stride":1}[1][32,149,149] 0.337 0.337 0.335 0.386
conv2d{"in_channels":32,"kernel_size":3,"out_channels":64,"padding":1,"stride":1}[1][32,147,147] 0.426 0.421 0.425 0.520
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[1][64,147,147] 0.128 0.128 0.126 0.163
conv2d{"in_channels":64,"kernel_size":1,"out_channels":80,"padding":0,"stride":1}[1][64,73,73] 0.286 0.286 0.293 0.321
conv2d{"in_channels":80,"kernel_size":3,"out_channels":192,"padding":0,"stride":1}[1][80,73,73] 0.560 0.558 0.560 0.656
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[1][192,71,71] 0.273 0.265 0.275 0.311
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[1][192,35,35] 0.307 0.308 0.302 0.375
conv2d{"in_channels":192,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[1][192,35,35] 0.292 0.291 0.293 0.340
conv2d{"in_channels":192,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[1][192,35,35] 0.295 0.292 0.297 0.346
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[1][192,35,35] 0.122 0.122 0.123 0.146
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[1][48,35,35] 0.413 0.411 0.413 0.489
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[1][64,35,35] 0.395 0.397 0.389 0.474
conv2d{"in_channels":192,"kernel_size":1,"out_channels":32,"padding":0,"stride":1}[1][192,35,35] 0.309 0.305 0.305 0.356
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[1][96,35,35] 0.401 0.395 0.397 0.462
concat{"kernel_size":1}[1][256,35,35] 0.365 0.376 0.379 0.406
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[1][256,35,35] 0.356 0.362 0.355 0.419
conv2d{"in_channels":256,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[1][256,35,35] 0.286 0.282 0.283 0.341
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[1][256,35,35] 0.313 0.329 0.317 0.368
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[1][256,35,35] 0.121 0.119 0.120 0.143
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[1][48,35,35] 0.404 0.422 0.403 0.472
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[1][64,35,35] 0.390 0.391 0.386 0.457
conv2d{"in_channels":256,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[1][256,35,35] 0.309 0.307 0.313 0.365
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[1][96,35,35] 0.391 0.395 0.395 0.463
concat{"kernel_size":1}[1][288,35,35] 0.358 0.346 0.353 0.410
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[1][288,35,35] 0.323 0.328 0.326 0.388
conv2d{"in_channels":288,"kernel_size":1,"out_channels":48,"padding":0,"stride":1}[1][288,35,35] 0.304 0.309 0.312 0.379
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[1][288,35,35] 0.278 0.284 0.278 0.344
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[1][288,35,35] 0.122 0.124 0.132 0.146
conv2d{"in_channels":48,"kernel_size":5,"out_channels":64,"padding":2,"stride":1}[1][48,35,35] 0.391 0.403 0.398 0.467
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[1][64,35,35] 0.375 0.384 0.391 0.460
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[1][288,35,35] 0.277 0.292 0.294 0.348
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[1][96,35,35] 0.381 0.396 0.394 0.458
concat{"kernel_size":1}[1][288,35,35] 0.310 0.327 0.323 0.362
conv2d{"in_channels":288,"kernel_size":3,"out_channels":384,"padding":0,"stride":2}[1][288,35,35] 0.509 0.530 0.528 0.857
conv2d{"in_channels":288,"kernel_size":1,"out_channels":64,"padding":0,"stride":1}[1][288,35,35] 0.255 0.280 0.281 0.357
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[1][288,35,35] 0.121 0.132 0.137 0.168
conv2d{"in_channels":64,"kernel_size":3,"out_channels":96,"padding":1,"stride":1}[1][64,35,35] 0.381 0.391 0.390 0.450
conv2d{"in_channels":96,"kernel_size":3,"out_channels":96,"padding":0,"stride":2}[1][96,35,35] 0.303 0.325 0.335 0.392
concat{"kernel_size":1}[1][768,17,17] 0.321 0.324 0.323 0.492
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.321 0.338 0.341 0.476
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[1][768,17,17] 0.253 0.254 0.276 0.363
conv2d{"in_channels":768,"kernel_size":1,"out_channels":128,"padding":0,"stride":1}[1][768,17,17] 0.251 0.228 0.276 0.356
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[1][768,17,17] 0.104 0.097 0.118 0.116
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[1][128,17,17] 0.340 0.318 0.369 0.492
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[1][128,17,17] 0.339 0.313 0.370 0.489
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.287 0.266 0.310 0.390
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[1][128,17,17] 0.324 0.298 0.353 0.466
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":128,"padding":[0,3],"stride":1}[1][128,17,17] 0.337 0.314 0.368 0.493
conv2d{"in_channels":128,"kernel_size":[7,1],"out_channels":128,"padding":[3,0],"stride":1}[1][128,17,17] 0.338 0.312 0.371 0.485
conv2d{"in_channels":128,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[1][128,17,17] 0.328 0.304 0.361 0.468
concat{"kernel_size":1}[1][768,17,17] 0.345 0.333 0.361 0.444
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.323 0.296 0.345 0.449
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[1][768,17,17] 0.275 0.251 0.307 0.369
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[1][768,17,17] 0.276 0.251 0.308 0.351
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[1][768,17,17] 0.107 0.095 0.122 0.117
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[1][160,17,17] 0.314 0.299 0.331 0.464
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[1][160,17,17] 0.315 0.294 0.352 0.456
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.284 0.262 0.302 0.405
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[1][160,17,17] 0.321 0.304 0.337 0.493
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[1][160,17,17] 0.311 0.294 0.352 0.458
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[1][160,17,17] 0.308 0.286 0.349 0.453
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[1][160,17,17] 0.326 0.307 0.364 0.476
concat{"kernel_size":1}[1][768,17,17] 0.337 0.332 0.362 0.375
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.330 0.346 0.376 0.435
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[1][768,17,17] 0.257 0.249 0.308 0.250
conv2d{"in_channels":768,"kernel_size":1,"out_channels":160,"padding":0,"stride":1}[1][768,17,17] 0.259 0.263 0.266 0.252
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[1][768,17,17] 0.097 0.095 0.121 0.098
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[1][160,17,17] 0.310 0.297 0.326 0.418
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[1][160,17,17] 0.305 0.299 0.292 0.303
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.282 0.291 0.331 0.391
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[1][160,17,17] 0.334 0.392 0.365 0.484
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":160,"padding":[0,3],"stride":1}[1][160,17,17] 0.299 0.290 0.292 0.300
conv2d{"in_channels":160,"kernel_size":[7,1],"out_channels":160,"padding":[3,0],"stride":1}[1][160,17,17] 0.303 0.293 0.294 0.295
conv2d{"in_channels":160,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[1][160,17,17] 0.334 0.353 0.307 0.478
concat{"kernel_size":1}[1][768,17,17] 0.343 0.388 0.376 0.489
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.331 0.346 0.318 0.456
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.279 0.274 0.254 0.264
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.278 0.314 0.293 0.360
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[1][768,17,17] 0.092 0.102 0.093 0.099
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[1][192,17,17] 0.360 0.390 0.328 0.588
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[1][192,17,17] 0.360 0.390 0.413 0.386
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.289 0.257 0.263 0.477
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[1][192,17,17] 0.355 0.326 0.311 0.589
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[1][192,17,17] 0.357 0.369 0.325 0.380
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[1][192,17,17] 0.357 0.371 0.326 0.428
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[1][192,17,17] 0.361 0.324 0.323 0.613
concat{"kernel_size":1}[1][768,17,17] 0.307 0.326 0.329 0.448
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.354 0.361 0.423 0.492
conv2d{"in_channels":768,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][768,17,17] 0.294 0.321 0.290 0.443
maxPool2d{"kernel_size":3,"padding":0,"stride":2}[1][768,17,17] 0.106 0.104 0.125 0.154
conv2d{"in_channels":192,"kernel_size":3,"out_channels":320,"padding":0,"stride":2}[1][192,17,17] 0.275 0.277 0.289 0.366
conv2d{"in_channels":192,"kernel_size":[1,7],"out_channels":192,"padding":[0,3],"stride":1}[1][192,17,17] 0.390 0.423 0.503 0.607
conv2d{"in_channels":192,"kernel_size":[7,1],"out_channels":192,"padding":[3,0],"stride":1}[1][192,17,17] 0.403 0.429 0.521 0.603
conv2d{"in_channels":192,"kernel_size":3,"out_channels":192,"padding":0,"stride":2}[1][192,17,17] 0.259 0.268 0.267 0.364
concat{"kernel_size":1}[1][1280,8,8] 0.343 0.349 0.378 0.496
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[1][1280,8,8] 0.363 0.391 0.403 0.497
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":384,"padding":0,"stride":1}[1][1280,8,8] 0.414 0.383 0.499 0.534
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":448,"padding":0,"stride":1}[1][1280,8,8] 0.297 0.293 0.358 0.402
avgPool2d{"kernel_size":3,"padding":1,"stride":1}[1][1280,8,8] 0.087 0.069 0.100 0.095
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[1][384,8,8] 0.299 0.324 0.346 0.430
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[1][384,8,8] 0.297 0.314 0.338 0.412
conv2d{"in_channels":448,"kernel_size":3,"out_channels":384,"padding":1,"stride":1}[1][448,8,8] 0.415 0.398 0.462 0.535
conv2d{"in_channels":1280,"kernel_size":1,"out_channels":192,"padding":0,"stride":1}[1][1280,8,8] 0.314 0.317 0.355 0.397
concat{"kernel_size":1}[1][768,8,8] 0.123 0.129 0.137 0.150
conv2d{"in_channels":384,"kernel_size":[1,3],"out_channels":384,"padding":[0,1],"stride":1}[1][384,8,8] 0.317 0.313 0.363 0.378
conv2d{"in_channels":384,"kernel_size":[3,1],"out_channels":384,"padding":[1,0],"stride":1}[1][384,8,8] 0.290 0.237 0.338 0.352
concat{"kernel_size":1}[1][768,8,8] 0.117 0.124 0.125 0.140
concat{"kernel_size":1}[1][2048,8,8] 0.396 0.430 0.427 0.596
conv2d{"in_channels":2048,"kernel_size":1,"out_channels":320,"padding":0,"stride":1}[1][2048,8,8] 0.518 0.517 0.591 0.574