digraph { node541 [label="ReLU() [forward_compute_time=0.290,backward_compute_time=0.037,activation_size=4214784.0,parameter_size=0.0]"] node809 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.348,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node546 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.320,backward_compute_time=0.132,activation_size=4214784.0,parameter_size=12096.0]"] node1000 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.322,backward_compute_time=0.112,activation_size=2107392.0,parameter_size=24192.0]"] node1154 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.069,activation_size=2107392.0,parameter_size=5376.0]"] node547 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.272,activation_size=4214784.0,parameter_size=451584.0]"] node313 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.385,backward_compute_time=0.403,activation_size=8429568.0,parameter_size=112896.0]"] node312 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.458,backward_compute_time=0.379,activation_size=8429568.0,parameter_size=16800.0]"] node258 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.394,backward_compute_time=0.417,activation_size=8429568.0,parameter_size=112896.0]"] node259 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.117,activation_size=8429568.0,parameter_size=1344.0]"] node317 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.427,backward_compute_time=0.411,activation_size=8429568.0,parameter_size=112896.0]"] node316 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.365,backward_compute_time=0.399,activation_size=8429568.0,parameter_size=16800.0]"] node315 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.052,activation_size=8429568.0,parameter_size=0.0]"] node314 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.412,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node252 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.308,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node253 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.390,backward_compute_time=0.405,activation_size=8429568.0,parameter_size=112896.0]"] node250 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.356,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node318 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.405,backward_compute_time=0.115,activation_size=8429568.0,parameter_size=1344.0]"] node256 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node257 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.389,backward_compute_time=0.382,activation_size=8429568.0,parameter_size=16800.0]"] node254 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.359,backward_compute_time=0.110,activation_size=8429568.0,parameter_size=1344.0]"] node255 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node268 [label="ReLU() [forward_compute_time=0.295,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node730 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.367,backward_compute_time=0.263,activation_size=4214784.0,parameter_size=451584.0]"] node1182 [label="ReLU() [forward_compute_time=0.300,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node932 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.291,backward_compute_time=0.109,activation_size=2107392.0,parameter_size=24192.0]"] node1009 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1008 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.297,backward_compute_time=0.079,activation_size=2107392.0,parameter_size=0.0]"] node959 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.297,backward_compute_time=0.154,activation_size=2107392.0,parameter_size=24192.0]"] node958 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.031,activation_size=2107392.0,parameter_size=0.0]"] node951 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.079,activation_size=2107392.0,parameter_size=5376.0]"] node950 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.302,activation_size=2107392.0,parameter_size=1806336.0]"] node836 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node931 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node955 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.289,backward_compute_time=0.081,activation_size=2107392.0,parameter_size=0.0]"] node954 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node957 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node956 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.284,backward_compute_time=0.087,activation_size=2107392.0,parameter_size=0.0]"] node1164 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node1165 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.294,backward_compute_time=0.109,activation_size=2107392.0,parameter_size=24192.0]"] node1049 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.057,activation_size=2107392.0,parameter_size=5376.0]"] node1048 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.288,activation_size=2107392.0,parameter_size=1806336.0]"] node1160 [label="ReLU() [forward_compute_time=0.280,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1161 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.292,backward_compute_time=0.231,activation_size=2107392.0,parameter_size=67200.0]"] node1162 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node838 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.036,activation_size=4214784.0,parameter_size=0.0]"] node1043 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.350,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node1042 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.298,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node1041 [label="ReLU() [forward_compute_time=0.291,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1040 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.060,activation_size=2107392.0,parameter_size=5376.0]"] node1047 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.300,backward_compute_time=0.216,activation_size=2107392.0,parameter_size=67200.0]"] node1046 [label="ReLU() [forward_compute_time=0.293,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1045 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1044 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.116,activation_size=2107392.0,parameter_size=5376.0]"] node656 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.296,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node657 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node654 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node655 [label="ReLU() [forward_compute_time=0.290,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node559 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node558 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node229 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.368,backward_compute_time=0.411,activation_size=8429568.0,parameter_size=112896.0]"] node228 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.289,backward_compute_time=0.202,activation_size=8429568.0,parameter_size=6048.0]"] node227 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node226 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node225 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.373,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node224 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.298,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node223 [label="ReLU() [forward_compute_time=0.301,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node311 [label="ReLU() [forward_compute_time=0.290,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node221 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.292,backward_compute_time=0.271,activation_size=8429568.0,parameter_size=0.0]"] node220 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.300,backward_compute_time=0.272,activation_size=8429568.0,parameter_size=0.0]"] node9 [label="Conv2d(42, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.441,backward_compute_time=0.194,activation_size=8429568.0,parameter_size=7056.0]"] node8 [label="Conv2d(42, 42, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=42, bias=False) [forward_compute_time=0.432,backward_compute_time=0.886,activation_size=8429568.0,parameter_size=4200.0]"] node310 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node613 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node1 [label="Input [forward_compute_time=7.046,backward_compute_time=0.000,activation_size=9633792.0,parameter_size=0.0]"] node381 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.333,backward_compute_time=0.120,activation_size=8429568.0,parameter_size=1344.0]"] node3 [label="BatchNorm2d(96, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.649,backward_compute_time=0.699,activation_size=75700224.0,parameter_size=768.0]"] node2 [label="Conv2d(3, 96, kernel_size=(3, 3), stride=(2, 2), bias=False) [forward_compute_time=2.153,backward_compute_time=0.461,activation_size=75700224.0,parameter_size=10368.0]"] node5 [label="Conv2d(96, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.702,backward_compute_time=1.471,activation_size=33118848.0,parameter_size=16128.0]"] node4 [label="ReLU() [forward_compute_time=0.476,backward_compute_time=0.215,activation_size=75700224.0,parameter_size=0.0]"] node7 [label="ReLU() [forward_compute_time=0.357,backward_compute_time=0.125,activation_size=33118848.0,parameter_size=0.0]"] node6 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.436,backward_compute_time=0.309,activation_size=33118848.0,parameter_size=336.0]"] node1132 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=12644352.0,parameter_size=0.0]"] node1167 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.063,activation_size=2107392.0,parameter_size=5376.0]"] node611 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.283,backward_compute_time=0.141,activation_size=4214784.0,parameter_size=0.0]"] node1080 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.320,backward_compute_time=0.075,activation_size=2107392.0,parameter_size=5376.0]"] node1181 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node937 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.296,backward_compute_time=0.217,activation_size=2107392.0,parameter_size=67200.0]"] node1195 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.288,backward_compute_time=0.222,activation_size=2107392.0,parameter_size=67200.0]"] node616 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.366,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node1004 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.310,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node1109 [label="ReLU() [forward_compute_time=0.305,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node617 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node614 [label="ReLU() [forward_compute_time=0.287,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node615 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.298,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node319 [label="ReLU() [forward_compute_time=0.328,backward_compute_time=0.048,activation_size=8429568.0,parameter_size=0.0]"] node1102 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.300,backward_compute_time=0.216,activation_size=2107392.0,parameter_size=67200.0]"] node99 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.362,backward_compute_time=0.074,activation_size=4214784.0,parameter_size=672.0]"] node98 [label="Conv2d(84, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.329,backward_compute_time=0.193,activation_size=4214784.0,parameter_size=28224.0]"] node1153 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.361,backward_compute_time=0.309,activation_size=2107392.0,parameter_size=1806336.0]"] node251 [label="ReLU() [forward_compute_time=0.310,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node936 [label="ReLU() [forward_compute_time=0.290,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node749 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.290,backward_compute_time=0.128,activation_size=4214784.0,parameter_size=12096.0]"] node91 [label="Conv2d(84, 84, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=84, bias=False) [forward_compute_time=0.339,backward_compute_time=0.354,activation_size=4214784.0,parameter_size=16464.0]"] node90 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node93 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.095,activation_size=4214784.0,parameter_size=672.0]"] node92 [label="Conv2d(84, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.319,backward_compute_time=0.192,activation_size=4214784.0,parameter_size=28224.0]"] node95 [label="AvgPool2d(kernel_size=3, stride=2, padding=1) [forward_compute_time=0.291,backward_compute_time=0.285,activation_size=4214784.0,parameter_size=0.0]"] node94 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node97 [label="Conv2d(84, 84, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=84, bias=False) [forward_compute_time=0.318,backward_compute_time=0.474,activation_size=4214784.0,parameter_size=8400.0]"] node96 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.070,activation_size=16859136.0,parameter_size=0.0]"] node429 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.053,activation_size=8429568.0,parameter_size=0.0]"] node428 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.125,activation_size=8429568.0,parameter_size=1344.0]"] node139 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.569,backward_compute_time=0.403,activation_size=8429568.0,parameter_size=112896.0]"] node138 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.416,backward_compute_time=0.197,activation_size=8429568.0,parameter_size=6048.0]"] node814 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.344,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node815 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.065,activation_size=4214784.0,parameter_size=2688.0]"] node816 [label="ReLU() [forward_compute_time=1.212,backward_compute_time=0.036,activation_size=4214784.0,parameter_size=0.0]"] node817 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.302,backward_compute_time=0.247,activation_size=4214784.0,parameter_size=33600.0]"] node133 [label="ReLU() [forward_compute_time=0.295,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node132 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node131 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.422,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node130 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.371,backward_compute_time=0.406,activation_size=8429568.0,parameter_size=16800.0]"] node137 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.048,activation_size=8429568.0,parameter_size=0.0]"] node136 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.112,activation_size=8429568.0,parameter_size=1344.0]"] node135 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.402,backward_compute_time=0.406,activation_size=8429568.0,parameter_size=112896.0]"] node134 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.369,backward_compute_time=0.392,activation_size=8429568.0,parameter_size=16800.0]"] node935 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1099 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.069,activation_size=2107392.0,parameter_size=5376.0]"] node831 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.283,backward_compute_time=0.139,activation_size=4214784.0,parameter_size=0.0]"] node1137 [label="Conv2d(4032, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.700,backward_compute_time=1.047,activation_size=2107392.0,parameter_size=10838016.0]"] node934 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.071,activation_size=2107392.0,parameter_size=5376.0]"] node743 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.310,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node927 [label="ReLU() [forward_compute_time=0.296,backward_compute_time=0.030,activation_size=2107392.0,parameter_size=0.0]"] node1172 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node745 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.319,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node953 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.292,backward_compute_time=0.082,activation_size=2107392.0,parameter_size=0.0]"] node728 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.036,activation_size=4214784.0,parameter_size=0.0]"] node729 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.315,backward_compute_time=0.128,activation_size=4214784.0,parameter_size=12096.0]"] node726 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.348,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node727 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.065,activation_size=4214784.0,parameter_size=2688.0]"] node724 [label="ReLU() [forward_compute_time=0.290,backward_compute_time=0.043,activation_size=4214784.0,parameter_size=0.0]"] node725 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.308,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node722 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.283,backward_compute_time=0.144,activation_size=4214784.0,parameter_size=0.0]"] node723 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node720 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node721 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.297,backward_compute_time=0.142,activation_size=4214784.0,parameter_size=0.0]"] node982 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.032,activation_size=2107392.0,parameter_size=0.0]"] node812 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node813 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.307,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node983 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.296,backward_compute_time=0.115,activation_size=2107392.0,parameter_size=24192.0]"] node952 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node981 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.316,backward_compute_time=0.083,activation_size=2107392.0,parameter_size=5376.0]"] node1199 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.287,backward_compute_time=0.227,activation_size=2107392.0,parameter_size=67200.0]"] node837 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.331,backward_compute_time=0.066,activation_size=4214784.0,parameter_size=2688.0]"] node1135 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.313,backward_compute_time=0.080,activation_size=2107392.0,parameter_size=5376.0]"] node1005 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.354,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node1224 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.306,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node876 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node877 [label="Conv2d(672, 672, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=672, bias=False) [forward_compute_time=0.302,backward_compute_time=0.625,activation_size=2107392.0,parameter_size=131712.0]"] node630 [label="ReLU() [forward_compute_time=0.283,backward_compute_time=0.036,activation_size=4214784.0,parameter_size=0.0]"] node1060 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node968 [label="ReLU() [forward_compute_time=0.297,backward_compute_time=0.056,activation_size=8429568.0,parameter_size=0.0]"] node834 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node1134 [label="Conv2d(4032, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.700,backward_compute_time=1.047,activation_size=2107392.0,parameter_size=10838016.0]"] node860 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.436,backward_compute_time=0.299,activation_size=2107392.0,parameter_size=1806336.0]"] node872 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.349,backward_compute_time=0.345,activation_size=2107392.0,parameter_size=1806336.0]"] node939 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.344,backward_compute_time=0.058,activation_size=2107392.0,parameter_size=5376.0]"] node988 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.351,backward_compute_time=0.287,activation_size=2107392.0,parameter_size=1806336.0]"] node1223 [label="ReLU() [forward_compute_time=0.325,backward_compute_time=0.032,activation_size=2107392.0,parameter_size=0.0]"] node873 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.064,activation_size=2107392.0,parameter_size=5376.0]"] node989 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.072,activation_size=2107392.0,parameter_size=5376.0]"] node409 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.362,backward_compute_time=0.388,activation_size=8429568.0,parameter_size=16800.0]"] node408 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.053,activation_size=8429568.0,parameter_size=0.0]"] node911 [label="__getitem__ [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25288704.0,parameter_size=0.0]"] node1244 [label="Size(2) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4.0,parameter_size=0.0]"] node263 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.350,backward_compute_time=0.116,activation_size=8429568.0,parameter_size=1344.0]"] node262 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.381,backward_compute_time=0.407,activation_size=8429568.0,parameter_size=112896.0]"] node188 [label="ReLU() [forward_compute_time=0.280,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node260 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.051,activation_size=8429568.0,parameter_size=0.0]"] node267 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.386,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node266 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.390,backward_compute_time=0.403,activation_size=8429568.0,parameter_size=112896.0]"] node265 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.357,backward_compute_time=0.197,activation_size=8429568.0,parameter_size=6048.0]"] node264 [label="ReLU() [forward_compute_time=0.330,backward_compute_time=0.048,activation_size=8429568.0,parameter_size=0.0]"] node182 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.977,backward_compute_time=0.994,activation_size=8429568.0,parameter_size=677376.0]"] node183 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.096,activation_size=8429568.0,parameter_size=1344.0]"] node180 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.240,activation_size=8429568.0,parameter_size=1344.0]"] node181 [label="ReLU() [forward_compute_time=0.361,backward_compute_time=0.203,activation_size=50577408.0,parameter_size=0.0]"] node186 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.369,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node187 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node184 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node185 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.407,backward_compute_time=0.390,activation_size=8429568.0,parameter_size=16800.0]"] node938 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node618 [label="ReLU() [forward_compute_time=0.283,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node619 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.289,backward_compute_time=0.128,activation_size=4214784.0,parameter_size=12096.0]"] node348 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.338,backward_compute_time=0.096,activation_size=8429568.0,parameter_size=1344.0]"] node349 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node344 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.851,backward_compute_time=0.986,activation_size=8429568.0,parameter_size=677376.0]"] node345 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.348,backward_compute_time=0.239,activation_size=8429568.0,parameter_size=1344.0]"] node346 [label="ReLU() [forward_compute_time=0.394,backward_compute_time=0.200,activation_size=50577408.0,parameter_size=0.0]"] node347 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.855,backward_compute_time=0.994,activation_size=8429568.0,parameter_size=677376.0]"] node340 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.338,backward_compute_time=0.108,activation_size=8429568.0,parameter_size=1344.0]"] node341 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node342 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=50577408.0,parameter_size=0.0]"] node343 [label="ReLU() [forward_compute_time=0.403,backward_compute_time=0.202,activation_size=50577408.0,parameter_size=0.0]"] node1098 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.354,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node878 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node1094 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.354,backward_compute_time=0.283,activation_size=2107392.0,parameter_size=1806336.0]"] node1095 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.057,activation_size=2107392.0,parameter_size=5376.0]"] node1096 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node879 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.061,activation_size=2107392.0,parameter_size=5376.0]"] node1090 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.338,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node1091 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.319,backward_compute_time=0.071,activation_size=2107392.0,parameter_size=5376.0]"] node1092 [label="ReLU() [forward_compute_time=0.273,backward_compute_time=0.030,activation_size=2107392.0,parameter_size=0.0]"] node1093 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.301,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node869 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.061,activation_size=2107392.0,parameter_size=5376.0]"] node868 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.360,backward_compute_time=0.301,activation_size=2107392.0,parameter_size=1806336.0]"] node980 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.287,activation_size=2107392.0,parameter_size=1806336.0]"] node874 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node986 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node987 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.307,backward_compute_time=0.123,activation_size=2107392.0,parameter_size=24192.0]"] node984 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node985 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.075,activation_size=2107392.0,parameter_size=5376.0]"] node861 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.068,activation_size=2107392.0,parameter_size=5376.0]"] node440 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.337,backward_compute_time=0.272,activation_size=8429568.0,parameter_size=0.0]"] node863 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.290,backward_compute_time=0.217,activation_size=2107392.0,parameter_size=67200.0]"] node862 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.038,activation_size=2107392.0,parameter_size=0.0]"] node865 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.319,backward_compute_time=0.066,activation_size=2107392.0,parameter_size=5376.0]"] node864 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.361,backward_compute_time=0.294,activation_size=2107392.0,parameter_size=1806336.0]"] node867 [label="Conv2d(672, 672, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=672, bias=False) [forward_compute_time=0.299,backward_compute_time=0.633,activation_size=2107392.0,parameter_size=131712.0]"] node866 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.052,activation_size=8429568.0,parameter_size=0.0]"] node1156 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node1133 [label="ReLU() [forward_compute_time=0.296,backward_compute_time=0.070,activation_size=12644352.0,parameter_size=0.0]"] node1139 [label="ReLU() [forward_compute_time=0.274,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node1138 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.063,activation_size=2107392.0,parameter_size=5376.0]"] node59 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.134,activation_size=16859136.0,parameter_size=672.0]"] node58 [label="Conv2d(168, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.513,backward_compute_time=0.753,activation_size=16859136.0,parameter_size=56448.0]"] node689 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node55 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node54 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.353,backward_compute_time=0.303,activation_size=8429568.0,parameter_size=0.0]"] node57 [label="ReLU() [forward_compute_time=0.340,backward_compute_time=0.134,activation_size=33718272.0,parameter_size=0.0]"] node56 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=33718272.0,parameter_size=0.0]"] node51 [label="Conv2d(42, 42, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=42, bias=False) [forward_compute_time=0.285,backward_compute_time=0.215,activation_size=8429568.0,parameter_size=1512.0]"] node50 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.047,activation_size=8429568.0,parameter_size=0.0]"] node53 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.109,activation_size=8429568.0,parameter_size=336.0]"] node52 [label="Conv2d(42, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.311,backward_compute_time=0.270,activation_size=8429568.0,parameter_size=7056.0]"] node506 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.317,backward_compute_time=0.144,activation_size=4214784.0,parameter_size=0.0]"] node281 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.333,backward_compute_time=0.099,activation_size=8429568.0,parameter_size=1344.0]"] node504 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.347,backward_compute_time=0.259,activation_size=4214784.0,parameter_size=451584.0]"] node406 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.370,backward_compute_time=0.405,activation_size=8429568.0,parameter_size=112896.0]"] node469 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.348,backward_compute_time=0.258,activation_size=4214784.0,parameter_size=451584.0]"] node468 [label="Conv2d(336, 336, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=336, bias=False) [forward_compute_time=0.347,backward_compute_time=0.946,activation_size=4214784.0,parameter_size=65856.0]"] node500 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.348,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node280 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.368,backward_compute_time=0.403,activation_size=8429568.0,parameter_size=112896.0]"] node465 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.363,backward_compute_time=0.257,activation_size=4214784.0,parameter_size=451584.0]"] node464 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.324,backward_compute_time=0.246,activation_size=4214784.0,parameter_size=33600.0]"] node467 [label="ReLU() [forward_compute_time=0.293,backward_compute_time=0.080,activation_size=16859136.0,parameter_size=0.0]"] node466 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.093,activation_size=4214784.0,parameter_size=2688.0]"] node461 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.429,backward_compute_time=0.260,activation_size=4214784.0,parameter_size=451584.0]"] node460 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.309,backward_compute_time=0.530,activation_size=4214784.0,parameter_size=33600.0]"] node463 [label="ReLU() [forward_compute_time=0.317,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node462 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.403,backward_compute_time=3.253,activation_size=4214784.0,parameter_size=2688.0]"] node945 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.296,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node919 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node918 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node669 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node668 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node667 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.276,backward_compute_time=0.144,activation_size=4214784.0,parameter_size=0.0]"] node666 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.284,backward_compute_time=0.140,activation_size=4214784.0,parameter_size=0.0]"] node665 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node664 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.300,backward_compute_time=0.147,activation_size=4214784.0,parameter_size=0.0]"] node663 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node662 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.074,activation_size=4214784.0,parameter_size=2688.0]"] node661 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.368,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node660 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.325,backward_compute_time=0.128,activation_size=4214784.0,parameter_size=12096.0]"] node487 [label="ReLU() [forward_compute_time=0.307,backward_compute_time=0.122,activation_size=16859136.0,parameter_size=0.0]"] node486 [label="AvgPool2d(kernel_size=3, stride=2, padding=1) [forward_compute_time=0.298,backward_compute_time=0.301,activation_size=4214784.0,parameter_size=0.0]"] node485 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node484 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.091,activation_size=4214784.0,parameter_size=2688.0]"] node483 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.260,activation_size=4214784.0,parameter_size=451584.0]"] node446 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.341,backward_compute_time=0.096,activation_size=8429568.0,parameter_size=1344.0]"] node481 [label="ReLU() [forward_compute_time=0.300,backward_compute_time=0.037,activation_size=4214784.0,parameter_size=0.0]"] node480 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.065,activation_size=4214784.0,parameter_size=2688.0]"] node538 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.312,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node489 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.364,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node488 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.331,backward_compute_time=0.530,activation_size=4214784.0,parameter_size=33600.0]"] node289 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.863,backward_compute_time=0.988,activation_size=8429568.0,parameter_size=677376.0]"] node505 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.082,activation_size=4214784.0,parameter_size=2688.0]"] node1010 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.287,backward_compute_time=0.081,activation_size=2107392.0,parameter_size=0.0]"] node288 [label="ReLU() [forward_compute_time=0.395,backward_compute_time=0.199,activation_size=50577408.0,parameter_size=0.0]"] node502 [label="ReLU() [forward_compute_time=0.293,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node851 [label="ReLU() [forward_compute_time=0.276,backward_compute_time=0.027,activation_size=49152.0,parameter_size=0.0]"] node652 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.305,backward_compute_time=0.247,activation_size=4214784.0,parameter_size=33600.0]"] node535 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.331,backward_compute_time=0.074,activation_size=4214784.0,parameter_size=2688.0]"] node503 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.316,backward_compute_time=0.129,activation_size=4214784.0,parameter_size=12096.0]"] node762 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.311,backward_compute_time=0.245,activation_size=4214784.0,parameter_size=33600.0]"] node763 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.354,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node760 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node534 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node766 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.299,backward_compute_time=0.132,activation_size=4214784.0,parameter_size=12096.0]"] node767 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.381,backward_compute_time=0.261,activation_size=4214784.0,parameter_size=451584.0]"] node764 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.074,activation_size=4214784.0,parameter_size=2688.0]"] node765 [label="ReLU() [forward_compute_time=0.299,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node533 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.296,backward_compute_time=0.129,activation_size=4214784.0,parameter_size=12096.0]"] node768 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.320,backward_compute_time=0.070,activation_size=4214784.0,parameter_size=2688.0]"] node501 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.070,activation_size=4214784.0,parameter_size=2688.0]"] node1166 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.358,backward_compute_time=0.289,activation_size=2107392.0,parameter_size=1806336.0]"] node532 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.037,activation_size=4214784.0,parameter_size=0.0]"] node164 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node165 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.287,backward_compute_time=0.270,activation_size=8429568.0,parameter_size=0.0]"] node166 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.284,backward_compute_time=0.270,activation_size=8429568.0,parameter_size=0.0]"] node167 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node160 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.365,backward_compute_time=0.407,activation_size=8429568.0,parameter_size=112896.0]"] node161 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.109,activation_size=8429568.0,parameter_size=1344.0]"] node162 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node163 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.292,backward_compute_time=0.295,activation_size=8429568.0,parameter_size=0.0]"] node991 [label="ReLU() [forward_compute_time=0.301,backward_compute_time=0.030,activation_size=2107392.0,parameter_size=0.0]"] node530 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.347,backward_compute_time=0.302,activation_size=4214784.0,parameter_size=451584.0]"] node168 [label="ReLU() [forward_compute_time=0.306,backward_compute_time=0.053,activation_size=8429568.0,parameter_size=0.0]"] node169 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.293,backward_compute_time=0.206,activation_size=8429568.0,parameter_size=6048.0]"] node1129 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.351,backward_compute_time=0.286,activation_size=2107392.0,parameter_size=1806336.0]"] node1229 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1228 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.297,backward_compute_time=0.080,activation_size=2107392.0,parameter_size=0.0]"] node1227 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1226 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.071,activation_size=2107392.0,parameter_size=5376.0]"] node1225 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.372,backward_compute_time=0.287,activation_size=2107392.0,parameter_size=1806336.0]"] node1163 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.073,activation_size=2107392.0,parameter_size=5376.0]"] node362 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.306,backward_compute_time=0.197,activation_size=8429568.0,parameter_size=6048.0]"] node1222 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node1221 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.417,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node1220 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.309,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node1012 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node508 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=16859136.0,parameter_size=0.0]"] node990 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1197 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node871 [label="Conv2d(672, 672, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=672, bias=False) [forward_compute_time=0.295,backward_compute_time=0.376,activation_size=2107392.0,parameter_size=131712.0]"] node509 [label="ReLU() [forward_compute_time=0.391,backward_compute_time=0.369,activation_size=50577408.0,parameter_size=0.0]"] node1168 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.033,activation_size=2107392.0,parameter_size=0.0]"] node363 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.409,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node1169 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.293,backward_compute_time=0.109,activation_size=2107392.0,parameter_size=24192.0]"] node717 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node716 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.349,backward_compute_time=0.271,activation_size=4214784.0,parameter_size=451584.0]"] node556 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.286,backward_compute_time=0.142,activation_size=4214784.0,parameter_size=0.0]"] node714 [label="ReLU() [forward_compute_time=0.287,backward_compute_time=0.037,activation_size=4214784.0,parameter_size=0.0]"] node713 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.066,activation_size=4214784.0,parameter_size=2688.0]"] node712 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.347,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node711 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.293,backward_compute_time=0.126,activation_size=4214784.0,parameter_size=12096.0]"] node697 [label="ReLU() [forward_compute_time=0.318,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node1157 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.298,backward_compute_time=0.228,activation_size=2107392.0,parameter_size=67200.0]"] node719 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.294,backward_compute_time=0.147,activation_size=4214784.0,parameter_size=0.0]"] node718 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node875 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.316,backward_compute_time=0.092,activation_size=2107392.0,parameter_size=0.0]"] node579 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node1231 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.315,backward_compute_time=0.086,activation_size=2107392.0,parameter_size=0.0]"] node1151 [label="ReLU() [forward_compute_time=0.306,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node1150 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.058,activation_size=2107392.0,parameter_size=5376.0]"] node300 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.369,backward_compute_time=0.405,activation_size=8429568.0,parameter_size=112896.0]"] node301 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.111,activation_size=8429568.0,parameter_size=1344.0]"] node302 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node303 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.298,backward_compute_time=0.197,activation_size=8429568.0,parameter_size=6048.0]"] node304 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.380,backward_compute_time=0.403,activation_size=8429568.0,parameter_size=112896.0]"] node305 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.364,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node306 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.068,activation_size=8429568.0,parameter_size=0.0]"] node307 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.306,backward_compute_time=0.293,activation_size=8429568.0,parameter_size=6048.0]"] node308 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.378,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node309 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.110,activation_size=8429568.0,parameter_size=1344.0]"] node1152 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.295,backward_compute_time=0.107,activation_size=2107392.0,parameter_size=24192.0]"] node1142 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.312,backward_compute_time=0.063,activation_size=2107392.0,parameter_size=5376.0]"] node917 [label="Conv2d(2688, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.778,backward_compute_time=0.727,activation_size=2107392.0,parameter_size=7225344.0]"] node653 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.344,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node1014 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.295,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node916 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.057,activation_size=8429568.0,parameter_size=0.0]"] node650 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node1015 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.357,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node904 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.075,activation_size=2107392.0,parameter_size=5376.0]"] node651 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.044,activation_size=4214784.0,parameter_size=0.0]"] node1016 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node830 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node910 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.089,backward_compute_time=0.596,activation_size=1053696.0,parameter_size=2709504.0]"] node555 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node1017 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.035,activation_size=2107392.0,parameter_size=0.0]"] node829 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.289,backward_compute_time=0.147,activation_size=4214784.0,parameter_size=0.0]"] node554 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.292,backward_compute_time=0.148,activation_size=4214784.0,parameter_size=0.0]"] node212 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.338,backward_compute_time=0.097,activation_size=8429568.0,parameter_size=1344.0]"] node912 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.379,backward_compute_time=0.328,activation_size=6322176.0,parameter_size=0.0]"] node557 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.277,backward_compute_time=0.145,activation_size=4214784.0,parameter_size=0.0]"] node198 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.419,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node11 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.047,activation_size=8429568.0,parameter_size=0.0]"] node10 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.096,activation_size=8429568.0,parameter_size=336.0]"] node13 [label="Conv2d(42, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.358,backward_compute_time=0.210,activation_size=8429568.0,parameter_size=7056.0]"] node12 [label="Conv2d(42, 42, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=42, bias=False) [forward_compute_time=0.373,backward_compute_time=0.398,activation_size=8429568.0,parameter_size=4200.0]"] node15 [label="ReLU() [forward_compute_time=0.453,backward_compute_time=0.215,activation_size=75700224.0,parameter_size=0.0]"] node14 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.375,backward_compute_time=0.329,activation_size=8429568.0,parameter_size=336.0]"] node17 [label="Conv2d(96, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.427,backward_compute_time=0.355,activation_size=8429568.0,parameter_size=16128.0]"] node16 [label="Conv2d(96, 96, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=96, bias=False) [forward_compute_time=2.522,backward_compute_time=3.386,activation_size=19267584.0,parameter_size=18816.0]"] node19 [label="ReLU() [forward_compute_time=0.299,backward_compute_time=0.046,activation_size=8429568.0,parameter_size=0.0]"] node18 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.352,backward_compute_time=0.094,activation_size=8429568.0,parameter_size=336.0]"] node1013 [label="ReLU() [forward_compute_time=0.305,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node222 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node1177 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1176 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.274,backward_compute_time=0.097,activation_size=2107392.0,parameter_size=0.0]"] node1175 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.278,backward_compute_time=0.085,activation_size=2107392.0,parameter_size=0.0]"] node828 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node1173 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.289,backward_compute_time=0.086,activation_size=2107392.0,parameter_size=0.0]"] node553 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node1078 [label="ReLU() [forward_compute_time=0.303,backward_compute_time=0.074,activation_size=12644352.0,parameter_size=0.0]"] node1079 [label="Conv2d(4032, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.699,backward_compute_time=1.044,activation_size=2107392.0,parameter_size=10838016.0]"] node1076 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1077 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=12644352.0,parameter_size=0.0]"] node1074 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.364,backward_compute_time=0.326,activation_size=2107392.0,parameter_size=1806336.0]"] node552 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.075,activation_size=4214784.0,parameter_size=2688.0]"] node1072 [label="ReLU() [forward_compute_time=0.297,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1073 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.318,backward_compute_time=0.109,activation_size=2107392.0,parameter_size=24192.0]"] node1070 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.355,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node482 [label="Conv2d(336, 336, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=336, bias=False) [forward_compute_time=0.344,backward_compute_time=0.420,activation_size=4214784.0,parameter_size=65856.0]"] node623 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25288704.0,parameter_size=0.0]"] node388 [label="ReLU() [forward_compute_time=0.318,backward_compute_time=0.052,activation_size=8429568.0,parameter_size=0.0]"] node548 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.065,activation_size=4214784.0,parameter_size=2688.0]"] node549 [label="ReLU() [forward_compute_time=0.322,backward_compute_time=0.037,activation_size=4214784.0,parameter_size=0.0]"] node238 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.093,activation_size=8429568.0,parameter_size=1344.0]"] node239 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node625 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.656,backward_compute_time=0.961,activation_size=4214784.0,parameter_size=2709504.0]"] node389 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.298,backward_compute_time=0.207,activation_size=8429568.0,parameter_size=6048.0]"] node234 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.840,backward_compute_time=0.990,activation_size=8429568.0,parameter_size=677376.0]"] node235 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.240,activation_size=8429568.0,parameter_size=1344.0]"] node236 [label="ReLU() [forward_compute_time=0.366,backward_compute_time=0.199,activation_size=50577408.0,parameter_size=0.0]"] node237 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.837,backward_compute_time=0.989,activation_size=8429568.0,parameter_size=677376.0]"] node230 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.108,activation_size=8429568.0,parameter_size=1344.0]"] node231 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node232 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=50577408.0,parameter_size=0.0]"] node233 [label="ReLU() [forward_compute_time=0.396,backward_compute_time=0.205,activation_size=50577408.0,parameter_size=0.0]"] node193 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.293,backward_compute_time=0.197,activation_size=8429568.0,parameter_size=6048.0]"] node1141 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.339,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node905 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.318,backward_compute_time=0.092,activation_size=2107392.0,parameter_size=0.0]"] node944 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node192 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.060,activation_size=8429568.0,parameter_size=0.0]"] node701 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node853 [label="Conv2d(2016, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.258,backward_compute_time=1.696,activation_size=8429568.0,parameter_size=5419008.0]"] node1018 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.294,backward_compute_time=0.110,activation_size=2107392.0,parameter_size=24192.0]"] node1198 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.035,activation_size=2107392.0,parameter_size=0.0]"] node969 [label="Conv2d(2688, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.606,backward_compute_time=3.614,activation_size=2107392.0,parameter_size=7225344.0]"] node698 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.302,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node1120 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.299,backward_compute_time=0.081,activation_size=2107392.0,parameter_size=0.0]"] node380 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.372,backward_compute_time=0.413,activation_size=8429568.0,parameter_size=112896.0]"] node1113 [label="ReLU() [forward_compute_time=0.310,backward_compute_time=0.031,activation_size=2107392.0,parameter_size=0.0]"] node1136 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.075,activation_size=12644352.0,parameter_size=0.0]"] node1146 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.309,backward_compute_time=0.073,activation_size=2107392.0,parameter_size=5376.0]"] node1188 [label="ReLU() [forward_compute_time=0.300,backward_compute_time=0.076,activation_size=12644352.0,parameter_size=0.0]"] node1190 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.319,backward_compute_time=0.068,activation_size=2107392.0,parameter_size=5376.0]"] node1189 [label="Conv2d(4032, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.717,backward_compute_time=1.050,activation_size=2107392.0,parameter_size=10838016.0]"] node382 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node436 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.339,backward_compute_time=0.112,activation_size=8429568.0,parameter_size=1344.0]"] node437 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node434 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.325,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node383 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.315,backward_compute_time=0.297,activation_size=8429568.0,parameter_size=0.0]"] node432 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.097,activation_size=8429568.0,parameter_size=1344.0]"] node433 [label="ReLU() [forward_compute_time=0.303,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node430 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.293,backward_compute_time=0.203,activation_size=8429568.0,parameter_size=6048.0]"] node431 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.375,backward_compute_time=0.418,activation_size=8429568.0,parameter_size=112896.0]"] node999 [label="ReLU() [forward_compute_time=0.299,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node384 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node699 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.374,backward_compute_time=0.258,activation_size=4214784.0,parameter_size=451584.0]"] node825 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.292,backward_compute_time=0.128,activation_size=4214784.0,parameter_size=12096.0]"] node438 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.317,backward_compute_time=0.298,activation_size=8429568.0,parameter_size=0.0]"] node385 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.307,backward_compute_time=0.276,activation_size=8429568.0,parameter_size=0.0]"] node128 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.346,backward_compute_time=0.097,activation_size=8429568.0,parameter_size=1344.0]"] node129 [label="ReLU() [forward_compute_time=0.298,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node283 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.306,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node282 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node285 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.437,backward_compute_time=0.110,activation_size=8429568.0,parameter_size=1344.0]"] node284 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.430,backward_compute_time=0.426,activation_size=8429568.0,parameter_size=112896.0]"] node287 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=50577408.0,parameter_size=0.0]"] node286 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node120 [label="Conv2d(168, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.391,backward_compute_time=0.459,activation_size=4214784.0,parameter_size=56448.0]"] node121 [label="__getitem__ [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=33718272.0,parameter_size=0.0]"] node122 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.387,backward_compute_time=0.411,activation_size=8429568.0,parameter_size=0.0]"] node123 [label="Conv2d(168, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.341,backward_compute_time=0.371,activation_size=4214784.0,parameter_size=56448.0]"] node124 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node125 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.343,backward_compute_time=0.117,activation_size=8429568.0,parameter_size=1344.0]"] node126 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.081,activation_size=16859136.0,parameter_size=0.0]"] node127 [label="Conv2d(336, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.540,backward_compute_time=0.532,activation_size=8429568.0,parameter_size=225792.0]"] node606 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.257,activation_size=4214784.0,parameter_size=451584.0]"] node998 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.069,activation_size=2107392.0,parameter_size=5376.0]"] node601 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.292,backward_compute_time=0.130,activation_size=4214784.0,parameter_size=12096.0]"] node824 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node1122 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node600 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node1144 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.280,backward_compute_time=0.217,activation_size=2107392.0,parameter_size=67200.0]"] node1147 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.033,activation_size=2107392.0,parameter_size=0.0]"] node943 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.071,activation_size=2107392.0,parameter_size=5376.0]"] node603 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node1194 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node602 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.347,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node827 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.075,activation_size=4214784.0,parameter_size=2688.0]"] node1123 [label="ReLU() [forward_compute_time=0.295,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1011 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.279,backward_compute_time=0.089,activation_size=2107392.0,parameter_size=0.0]"] node940 [label="ReLU() [forward_compute_time=0.293,backward_compute_time=0.036,activation_size=2107392.0,parameter_size=0.0]"] node759 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.340,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node758 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.305,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node368 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.382,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node753 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.295,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node752 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node751 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.065,activation_size=4214784.0,parameter_size=2688.0]"] node369 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.333,backward_compute_time=0.097,activation_size=8429568.0,parameter_size=1344.0]"] node757 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node756 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node755 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node754 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.343,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node946 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.349,backward_compute_time=0.287,activation_size=2107392.0,parameter_size=1806336.0]"] node641 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.063,activation_size=4214784.0,parameter_size=2688.0]"] node1124 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.298,backward_compute_time=0.181,activation_size=2107392.0,parameter_size=24192.0]"] node941 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.303,backward_compute_time=0.227,activation_size=2107392.0,parameter_size=67200.0]"] node761 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node1206 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.034,activation_size=2107392.0,parameter_size=0.0]"] node1250 [label="View(-1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=49152.0,parameter_size=0.0]"] node1251 [label="Linear(in_features=768, out_features=1000, bias=True) [forward_compute_time=0.312,backward_compute_time=0.109,activation_size=64000.0,parameter_size=3076000.0]"] node1191 [label="ReLU() [forward_compute_time=0.331,backward_compute_time=0.093,activation_size=12644352.0,parameter_size=0.0]"] node550 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.321,backward_compute_time=0.129,activation_size=4214784.0,parameter_size=12096.0]"] node750 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.344,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node821 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.293,backward_compute_time=0.129,activation_size=4214784.0,parameter_size=12096.0]"] node1125 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.354,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node1001 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.366,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node715 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.293,backward_compute_time=0.133,activation_size=4214784.0,parameter_size=12096.0]"] node948 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.032,activation_size=2107392.0,parameter_size=0.0]"] node1038 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.320,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node769 [label="ReLU() [forward_compute_time=0.298,backward_compute_time=0.040,activation_size=4214784.0,parameter_size=0.0]"] node1126 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.058,activation_size=2107392.0,parameter_size=5376.0]"] node416 [label="ReLU() [forward_compute_time=0.302,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node1032 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.058,activation_size=2107392.0,parameter_size=5376.0]"] node1033 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1030 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.279,backward_compute_time=0.216,activation_size=2107392.0,parameter_size=67200.0]"] node1031 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.342,backward_compute_time=0.297,activation_size=2107392.0,parameter_size=1806336.0]"] node1036 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.314,backward_compute_time=0.068,activation_size=2107392.0,parameter_size=5376.0]"] node1037 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1034 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.288,backward_compute_time=0.216,activation_size=2107392.0,parameter_size=67200.0]"] node1035 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node270 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.367,backward_compute_time=0.406,activation_size=8429568.0,parameter_size=112896.0]"] node271 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.109,activation_size=8429568.0,parameter_size=1344.0]"] node272 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node273 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.298,backward_compute_time=0.293,activation_size=8429568.0,parameter_size=0.0]"] node274 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node275 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.297,backward_compute_time=0.275,activation_size=8429568.0,parameter_size=0.0]"] node276 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.289,backward_compute_time=0.272,activation_size=8429568.0,parameter_size=0.0]"] node277 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node278 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node279 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.320,backward_compute_time=0.205,activation_size=8429568.0,parameter_size=6048.0]"] node859 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.282,backward_compute_time=0.362,activation_size=2107392.0,parameter_size=67200.0]"] node379 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.293,backward_compute_time=0.199,activation_size=8429568.0,parameter_size=6048.0]"] node378 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node1127 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1130 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.337,backward_compute_time=0.071,activation_size=2107392.0,parameter_size=5376.0]"] node993 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.408,backward_compute_time=0.316,activation_size=2107392.0,parameter_size=1806336.0]"] node371 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.403,backward_compute_time=0.380,activation_size=8429568.0,parameter_size=16800.0]"] node370 [label="ReLU() [forward_compute_time=0.302,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node373 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.351,backward_compute_time=0.114,activation_size=8429568.0,parameter_size=1344.0]"] node372 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.411,backward_compute_time=0.460,activation_size=8429568.0,parameter_size=112896.0]"] node375 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.294,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node374 [label="ReLU() [forward_compute_time=0.290,backward_compute_time=0.059,activation_size=8429568.0,parameter_size=0.0]"] node377 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.098,activation_size=8429568.0,parameter_size=1344.0]"] node376 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.377,backward_compute_time=0.406,activation_size=8429568.0,parameter_size=112896.0]"] node854 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.373,backward_compute_time=0.145,activation_size=8429568.0,parameter_size=5376.0]"] node1192 [label="Conv2d(4032, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.703,backward_compute_time=4.271,activation_size=2107392.0,parameter_size=10838016.0]"] node1089 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.283,backward_compute_time=0.216,activation_size=2107392.0,parameter_size=67200.0]"] node855 [label="ReLU() [forward_compute_time=0.309,backward_compute_time=0.124,activation_size=25288704.0,parameter_size=0.0]"] node1087 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.311,backward_compute_time=0.057,activation_size=2107392.0,parameter_size=5376.0]"] node1086 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.336,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node1085 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.281,backward_compute_time=0.215,activation_size=2107392.0,parameter_size=67200.0]"] node1084 [label="ReLU() [forward_compute_time=0.273,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1083 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.312,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node856 [label="Conv2d(2016, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.036,backward_compute_time=3.130,activation_size=8429568.0,parameter_size=5419008.0]"] node1081 [label="ReLU() [forward_compute_time=0.302,backward_compute_time=0.070,activation_size=12644352.0,parameter_size=0.0]"] node822 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.344,backward_compute_time=0.258,activation_size=4214784.0,parameter_size=451584.0]"] node857 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.087,activation_size=8429568.0,parameter_size=5376.0]"] node979 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.292,backward_compute_time=0.216,activation_size=2107392.0,parameter_size=67200.0]"] node978 [label="ReLU() [forward_compute_time=0.302,backward_compute_time=0.030,activation_size=2107392.0,parameter_size=0.0]"] node977 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node850 [label="BatchNorm2d(768, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.055,activation_size=49152.0,parameter_size=6144.0]"] node975 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.292,backward_compute_time=0.216,activation_size=2107392.0,parameter_size=67200.0]"] node974 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node973 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.338,backward_compute_time=0.058,activation_size=2107392.0,parameter_size=5376.0]"] node972 [label="Conv2d(4032, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=2.135,backward_compute_time=1.045,activation_size=2107392.0,parameter_size=10838016.0]"] node971 [label="ReLU() [forward_compute_time=0.293,backward_compute_time=0.071,activation_size=12644352.0,parameter_size=0.0]"] node583 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node68 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.076,activation_size=16859136.0,parameter_size=0.0]"] node69 [label="Conv2d(84, 84, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=84, bias=False) [forward_compute_time=0.295,backward_compute_time=0.469,activation_size=4214784.0,parameter_size=8400.0]"] node852 [label="ReLU() [forward_compute_time=0.301,backward_compute_time=0.116,activation_size=25288704.0,parameter_size=0.0]"] node1108 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.071,activation_size=2107392.0,parameter_size=5376.0]"] node621 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.085,activation_size=4214784.0,parameter_size=2688.0]"] node60 [label="ReLU() [forward_compute_time=0.435,backward_compute_time=0.471,activation_size=75700224.0,parameter_size=0.0]"] node61 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.341,backward_compute_time=0.687,activation_size=19267584.0,parameter_size=0.0]"] node62 [label="Conv2d(96, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.397,backward_compute_time=0.964,activation_size=8429568.0,parameter_size=16128.0]"] node63 [label="__getitem__ [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=75700224.0,parameter_size=0.0]"] node64 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.632,backward_compute_time=0.931,activation_size=19267584.0,parameter_size=0.0]"] node65 [label="Conv2d(96, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.430,backward_compute_time=0.507,activation_size=8429568.0,parameter_size=16128.0]"] node66 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=16859136.0,parameter_size=0.0]"] node67 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.153,activation_size=16859136.0,parameter_size=672.0]"] node573 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.794,backward_compute_time=0.960,activation_size=4214784.0,parameter_size=2709504.0]"] node572 [label="ReLU() [forward_compute_time=0.299,backward_compute_time=0.127,activation_size=25288704.0,parameter_size=0.0]"] node478 [label="Conv2d(336, 336, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=336, bias=False) [forward_compute_time=0.350,backward_compute_time=0.944,activation_size=4214784.0,parameter_size=65856.0]"] node479 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.361,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node577 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.343,backward_compute_time=0.253,activation_size=4214784.0,parameter_size=451584.0]"] node576 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.304,backward_compute_time=0.245,activation_size=4214784.0,parameter_size=33600.0]"] node575 [label="ReLU() [forward_compute_time=0.298,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node574 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node472 [label="Conv2d(336, 336, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=336, bias=False) [forward_compute_time=0.345,backward_compute_time=0.419,activation_size=4214784.0,parameter_size=65856.0]"] node473 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.370,backward_compute_time=0.276,activation_size=4214784.0,parameter_size=451584.0]"] node470 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.066,activation_size=4214784.0,parameter_size=2688.0]"] node471 [label="ReLU() [forward_compute_time=0.299,backward_compute_time=0.036,activation_size=4214784.0,parameter_size=0.0]"] node476 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.332,backward_compute_time=0.166,activation_size=4214784.0,parameter_size=0.0]"] node477 [label="ReLU() [forward_compute_time=1.395,backward_compute_time=0.080,activation_size=16859136.0,parameter_size=0.0]"] node474 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.094,activation_size=4214784.0,parameter_size=2688.0]"] node475 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node908 [label="ReLU() [forward_compute_time=0.307,backward_compute_time=0.187,activation_size=25288704.0,parameter_size=0.0]"] node909 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.288,backward_compute_time=0.257,activation_size=6322176.0,parameter_size=0.0]"] node678 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25288704.0,parameter_size=0.0]"] node679 [label="ReLU() [forward_compute_time=0.312,backward_compute_time=0.117,activation_size=25288704.0,parameter_size=0.0]"] node435 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.375,backward_compute_time=0.408,activation_size=8429568.0,parameter_size=112896.0]"] node674 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.291,backward_compute_time=0.129,activation_size=4214784.0,parameter_size=12096.0]"] node675 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node676 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.075,activation_size=4214784.0,parameter_size=2688.0]"] node677 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node670 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.291,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node671 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.338,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node672 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node447 [label="ReLU() [forward_compute_time=0.291,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node494 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.349,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node495 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node496 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.309,backward_compute_time=0.148,activation_size=4214784.0,parameter_size=0.0]"] node497 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node490 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.065,activation_size=4214784.0,parameter_size=2688.0]"] node491 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node492 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.315,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node493 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.362,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node498 [label="ReLU() [forward_compute_time=0.310,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node499 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.302,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node949 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.298,backward_compute_time=0.114,activation_size=2107392.0,parameter_size=24192.0]"] node525 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.305,backward_compute_time=0.248,activation_size=4214784.0,parameter_size=33600.0]"] node889 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.058,activation_size=2107392.0,parameter_size=5376.0]"] node888 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.366,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node823 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.319,backward_compute_time=0.066,activation_size=4214784.0,parameter_size=2688.0]"] node1121 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.283,backward_compute_time=0.085,activation_size=2107392.0,parameter_size=0.0]"] node883 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.063,activation_size=2107392.0,parameter_size=5376.0]"] node882 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.332,activation_size=2107392.0,parameter_size=1806336.0]"] node881 [label="Conv2d(672, 672, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=672, bias=False) [forward_compute_time=0.296,backward_compute_time=0.377,activation_size=2107392.0,parameter_size=131712.0]"] node880 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.033,activation_size=2107392.0,parameter_size=0.0]"] node887 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.306,backward_compute_time=0.357,activation_size=2107392.0,parameter_size=67200.0]"] node886 [label="ReLU() [forward_compute_time=0.295,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node885 [label="AvgPool2d(kernel_size=3, stride=2, padding=1) [forward_compute_time=0.291,backward_compute_time=0.159,activation_size=2107392.0,parameter_size=0.0]"] node884 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1183 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.293,backward_compute_time=0.113,activation_size=2107392.0,parameter_size=24192.0]"] node810 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node849 [label="Conv2d(128, 768, kernel_size=(5, 5), stride=(1, 1), bias=False) [forward_compute_time=0.582,backward_compute_time=0.596,activation_size=49152.0,parameter_size=9830400.0]"] node915 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.062,activation_size=2107392.0,parameter_size=5376.0]"] node799 [label="ReLU() [forward_compute_time=0.271,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node798 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.316,backward_compute_time=0.063,activation_size=4214784.0,parameter_size=2688.0]"] node797 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.343,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node796 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.302,backward_compute_time=0.243,activation_size=4214784.0,parameter_size=33600.0]"] node795 [label="ReLU() [forward_compute_time=0.271,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node794 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.066,activation_size=4214784.0,parameter_size=2688.0]"] node793 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.649,backward_compute_time=2.284,activation_size=4214784.0,parameter_size=2709504.0]"] node792 [label="ReLU() [forward_compute_time=0.321,backward_compute_time=0.118,activation_size=25288704.0,parameter_size=0.0]"] node791 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.124,activation_size=4214784.0,parameter_size=2688.0]"] node790 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.660,backward_compute_time=0.969,activation_size=4214784.0,parameter_size=2709504.0]"] node151 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.355,backward_compute_time=0.385,activation_size=8429568.0,parameter_size=16800.0]"] node150 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.051,activation_size=8429568.0,parameter_size=0.0]"] node153 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.369,backward_compute_time=0.121,activation_size=8429568.0,parameter_size=1344.0]"] node152 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.381,backward_compute_time=0.414,activation_size=8429568.0,parameter_size=112896.0]"] node155 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.304,backward_compute_time=0.201,activation_size=8429568.0,parameter_size=6048.0]"] node154 [label="ReLU() [forward_compute_time=0.280,backward_compute_time=0.054,activation_size=8429568.0,parameter_size=0.0]"] node157 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.106,activation_size=8429568.0,parameter_size=1344.0]"] node156 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.369,backward_compute_time=0.419,activation_size=8429568.0,parameter_size=112896.0]"] node159 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.293,backward_compute_time=0.205,activation_size=8429568.0,parameter_size=6048.0]"] node158 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.052,activation_size=8429568.0,parameter_size=0.0]"] node405 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=1.361,backward_compute_time=0.391,activation_size=8429568.0,parameter_size=16800.0]"] node404 [label="ReLU() [forward_compute_time=0.334,backward_compute_time=0.052,activation_size=8429568.0,parameter_size=0.0]"] node403 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.344,backward_compute_time=0.102,activation_size=8429568.0,parameter_size=1344.0]"] node402 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.853,backward_compute_time=2.798,activation_size=8429568.0,parameter_size=677376.0]"] node401 [label="ReLU() [forward_compute_time=0.372,backward_compute_time=0.214,activation_size=50577408.0,parameter_size=0.0]"] node400 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.341,backward_compute_time=0.249,activation_size=8429568.0,parameter_size=1344.0]"] node1212 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.325,backward_compute_time=0.220,activation_size=2107392.0,parameter_size=67200.0]"] node450 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.118,activation_size=8429568.0,parameter_size=1344.0]"] node1196 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.338,backward_compute_time=0.290,activation_size=2107392.0,parameter_size=1806336.0]"] node1211 [label="ReLU() [forward_compute_time=0.310,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node1216 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.318,backward_compute_time=0.222,activation_size=2107392.0,parameter_size=67200.0]"] node1217 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.349,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node1214 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.345,backward_compute_time=0.070,activation_size=2107392.0,parameter_size=5376.0]"] node451 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node778 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node1218 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.071,activation_size=2107392.0,parameter_size=5376.0]"] node1219 [label="ReLU() [forward_compute_time=0.300,backward_compute_time=0.032,activation_size=2107392.0,parameter_size=0.0]"] node452 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=50577408.0,parameter_size=0.0]"] node421 [label="ReLU() [forward_compute_time=0.306,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node1131 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node453 [label="ReLU() [forward_compute_time=0.395,backward_compute_time=0.206,activation_size=50577408.0,parameter_size=0.0]"] node962 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.031,activation_size=2107392.0,parameter_size=0.0]"] node420 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node1097 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.295,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node454 [label="Conv2d(1008, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.270,backward_compute_time=1.624,activation_size=16859136.0,parameter_size=1354752.0]"] node963 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.316,backward_compute_time=0.114,activation_size=2107392.0,parameter_size=24192.0]"] node423 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.378,backward_compute_time=0.416,activation_size=8429568.0,parameter_size=112896.0]"] node847 [label="BatchNorm2d(128, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.046,activation_size=204800.0,parameter_size=1024.0]"] node455 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.368,backward_compute_time=0.286,activation_size=16859136.0,parameter_size=2688.0]"] node1111 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.370,backward_compute_time=0.295,activation_size=2107392.0,parameter_size=1806336.0]"] node422 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.363,backward_compute_time=0.386,activation_size=8429568.0,parameter_size=16800.0]"] node456 [label="ReLU() [forward_compute_time=0.383,backward_compute_time=0.203,activation_size=50577408.0,parameter_size=0.0]"] node536 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node1110 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.311,backward_compute_time=0.113,activation_size=2107392.0,parameter_size=24192.0]"] node425 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.053,activation_size=8429568.0,parameter_size=0.0]"] node457 [label="Conv2d(1008, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.043,backward_compute_time=2.948,activation_size=16859136.0,parameter_size=1354752.0]"] node624 [label="ReLU() [forward_compute_time=0.303,backward_compute_time=0.117,activation_size=25288704.0,parameter_size=0.0]"] node424 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.359,backward_compute_time=0.100,activation_size=8429568.0,parameter_size=1344.0]"] node704 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.260,activation_size=4214784.0,parameter_size=451584.0]"] node705 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node706 [label="ReLU() [forward_compute_time=0.308,backward_compute_time=0.040,activation_size=4214784.0,parameter_size=0.0]"] node707 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.307,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node700 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.076,activation_size=4214784.0,parameter_size=2688.0]"] node427 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.374,backward_compute_time=0.410,activation_size=8429568.0,parameter_size=112896.0]"] node702 [label="ReLU() [forward_compute_time=0.290,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node703 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.325,backward_compute_time=0.246,activation_size=4214784.0,parameter_size=33600.0]"] node1179 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.292,backward_compute_time=0.109,activation_size=2107392.0,parameter_size=24192.0]"] node426 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.373,backward_compute_time=0.382,activation_size=8429568.0,parameter_size=16800.0]"] node708 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.349,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node709 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node1104 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.061,activation_size=2107392.0,parameter_size=5376.0]"] node785 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.343,backward_compute_time=0.280,activation_size=4214784.0,parameter_size=451584.0]"] node811 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node1119 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node832 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.285,backward_compute_time=0.144,activation_size=4214784.0,parameter_size=0.0]"] node1149 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.359,backward_compute_time=0.283,activation_size=2107392.0,parameter_size=1806336.0]"] node339 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.406,backward_compute_time=0.422,activation_size=8429568.0,parameter_size=112896.0]"] node338 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.317,backward_compute_time=0.199,activation_size=8429568.0,parameter_size=6048.0]"] node1118 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.294,backward_compute_time=0.079,activation_size=2107392.0,parameter_size=0.0]"] node335 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.393,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node334 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.310,backward_compute_time=0.197,activation_size=8429568.0,parameter_size=6048.0]"] node337 [label="ReLU() [forward_compute_time=0.303,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node336 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.353,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node331 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.293,backward_compute_time=0.272,activation_size=8429568.0,parameter_size=0.0]"] node330 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.300,backward_compute_time=0.272,activation_size=8429568.0,parameter_size=0.0]"] node333 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.048,activation_size=8429568.0,parameter_size=0.0]"] node332 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node635 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.299,backward_compute_time=0.243,activation_size=4214784.0,parameter_size=33600.0]"] node692 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.306,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node786 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.085,activation_size=4214784.0,parameter_size=2688.0]"] node693 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node922 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node930 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node1066 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.280,backward_compute_time=0.085,activation_size=2107392.0,parameter_size=0.0]"] node923 [label="ReLU() [forward_compute_time=0.290,backward_compute_time=0.030,activation_size=2107392.0,parameter_size=0.0]"] node1143 [label="ReLU() [forward_compute_time=0.273,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node924 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.308,backward_compute_time=0.216,activation_size=2107392.0,parameter_size=67200.0]"] node526 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.340,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node1140 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.283,backward_compute_time=0.218,activation_size=2107392.0,parameter_size=67200.0]"] node544 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.080,activation_size=4214784.0,parameter_size=2688.0]"] node1148 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=1.812,backward_compute_time=0.118,activation_size=2107392.0,parameter_size=24192.0]"] node820 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.036,activation_size=4214784.0,parameter_size=0.0]"] node28 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.343,backward_compute_time=0.094,activation_size=8429568.0,parameter_size=336.0]"] node29 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.045,activation_size=8429568.0,parameter_size=0.0]"] node629 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.062,activation_size=4214784.0,parameter_size=2688.0]"] node24 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.409,backward_compute_time=0.445,activation_size=8429568.0,parameter_size=0.0]"] node25 [label="ReLU() [forward_compute_time=0.474,backward_compute_time=0.280,activation_size=75700224.0,parameter_size=0.0]"] node26 [label="Conv2d(96, 96, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=96, bias=False) [forward_compute_time=0.677,backward_compute_time=3.385,activation_size=19267584.0,parameter_size=18816.0]"] node27 [label="Conv2d(96, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.335,backward_compute_time=0.357,activation_size=8429568.0,parameter_size=16128.0]"] node20 [label="Conv2d(42, 42, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=42, bias=False) [forward_compute_time=0.465,backward_compute_time=0.676,activation_size=8429568.0,parameter_size=8232.0]"] node21 [label="Conv2d(42, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.343,backward_compute_time=0.196,activation_size=8429568.0,parameter_size=7056.0]"] node22 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.389,backward_compute_time=0.171,activation_size=8429568.0,parameter_size=336.0]"] node23 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node1061 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.069,activation_size=2107392.0,parameter_size=5376.0]"] node928 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.317,backward_compute_time=0.109,activation_size=2107392.0,parameter_size=24192.0]"] node1063 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.298,backward_compute_time=0.081,activation_size=2107392.0,parameter_size=0.0]"] node1062 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1065 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.289,backward_compute_time=0.081,activation_size=2107392.0,parameter_size=0.0]"] node1064 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1067 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node913 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.481,backward_compute_time=2.106,activation_size=1053696.0,parameter_size=2709504.0]"] node1069 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.298,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node527 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.078,activation_size=4214784.0,parameter_size=2688.0]"] node1145 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.339,backward_compute_time=0.292,activation_size=2107392.0,parameter_size=1806336.0]"] node545 [label="ReLU() [forward_compute_time=0.293,backward_compute_time=0.037,activation_size=4214784.0,parameter_size=0.0]"] node209 [label="ReLU() [forward_compute_time=0.296,backward_compute_time=0.054,activation_size=8429568.0,parameter_size=0.0]"] node208 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.122,activation_size=8429568.0,parameter_size=1344.0]"] node632 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.339,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node633 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.314,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node634 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node628 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.915,backward_compute_time=0.961,activation_size=4214784.0,parameter_size=2709504.0]"] node636 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.333,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node637 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node201 [label="ReLU() [forward_compute_time=0.297,backward_compute_time=0.054,activation_size=8429568.0,parameter_size=0.0]"] node200 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node203 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.376,backward_compute_time=0.407,activation_size=8429568.0,parameter_size=112896.0]"] node202 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.364,backward_compute_time=0.389,activation_size=8429568.0,parameter_size=16800.0]"] node205 [label="ReLU() [forward_compute_time=0.290,backward_compute_time=0.052,activation_size=8429568.0,parameter_size=0.0]"] node204 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.365,backward_compute_time=0.104,activation_size=8429568.0,parameter_size=1344.0]"] node207 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.398,backward_compute_time=0.411,activation_size=8429568.0,parameter_size=112896.0]"] node206 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.366,backward_compute_time=0.385,activation_size=8429568.0,parameter_size=16800.0]"] node507 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node520 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.040,activation_size=4214784.0,parameter_size=0.0]"] node591 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node590 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.333,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node593 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.310,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node592 [label="ReLU() [forward_compute_time=0.299,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node595 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node594 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node597 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.304,backward_compute_time=0.245,activation_size=4214784.0,parameter_size=33600.0]"] node596 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.036,activation_size=4214784.0,parameter_size=0.0]"] node599 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.074,activation_size=4214784.0,parameter_size=2688.0]"] node598 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.360,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node845 [label="AvgPool2d(kernel_size=(5, 5), stride=(3, 3), padding=(2, 2)) [forward_compute_time=0.293,backward_compute_time=0.351,activation_size=3225600.0,parameter_size=0.0]"] node844 [label="ReLU() [forward_compute_time=0.302,backward_compute_time=0.113,activation_size=25288704.0,parameter_size=0.0]"] node843 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25288704.0,parameter_size=0.0]"] node842 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node841 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.116,activation_size=4214784.0,parameter_size=2688.0]"] node840 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.354,backward_compute_time=0.359,activation_size=4214784.0,parameter_size=451584.0]"] node1039 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.585,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node1068 [label="ReLU() [forward_compute_time=0.291,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node819 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.076,activation_size=4214784.0,parameter_size=2688.0]"] node115 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.331,backward_compute_time=0.129,activation_size=4214784.0,parameter_size=0.0]"] node114 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.347,backward_compute_time=0.082,activation_size=4214784.0,parameter_size=672.0]"] node117 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=16859136.0,parameter_size=0.0]"] node116 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node111 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node110 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.331,backward_compute_time=0.071,activation_size=4214784.0,parameter_size=672.0]"] node113 [label="Conv2d(84, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.337,backward_compute_time=0.272,activation_size=4214784.0,parameter_size=28224.0]"] node112 [label="Conv2d(84, 84, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=84, bias=False) [forward_compute_time=0.300,backward_compute_time=0.128,activation_size=4214784.0,parameter_size=3024.0]"] node449 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.371,backward_compute_time=0.515,activation_size=8429568.0,parameter_size=112896.0]"] node448 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.328,backward_compute_time=0.200,activation_size=8429568.0,parameter_size=6048.0]"] node119 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.269,backward_compute_time=0.322,activation_size=8429568.0,parameter_size=0.0]"] node118 [label="ReLU() [forward_compute_time=0.323,backward_compute_time=0.238,activation_size=33718272.0,parameter_size=0.0]"] node1082 [label="Conv2d(4032, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.697,backward_compute_time=1.047,activation_size=2107392.0,parameter_size=10838016.0]"] node685 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node684 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.319,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node687 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node686 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.299,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node528 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.036,activation_size=4214784.0,parameter_size=0.0]"] node529 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.294,backward_compute_time=0.132,activation_size=4214784.0,parameter_size=12096.0]"] node298 [label="ReLU() [forward_compute_time=0.304,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node299 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.372,backward_compute_time=0.387,activation_size=8429568.0,parameter_size=16800.0]"] node296 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.432,backward_compute_time=0.403,activation_size=8429568.0,parameter_size=112896.0]"] node297 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.426,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node294 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node295 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.368,backward_compute_time=0.377,activation_size=8429568.0,parameter_size=16800.0]"] node292 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.841,backward_compute_time=0.988,activation_size=8429568.0,parameter_size=677376.0]"] node293 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.337,backward_compute_time=0.094,activation_size=8429568.0,parameter_size=1344.0]"] node290 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.238,activation_size=8429568.0,parameter_size=1344.0]"] node291 [label="ReLU() [forward_compute_time=0.368,backward_compute_time=0.199,activation_size=50577408.0,parameter_size=0.0]"] node612 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.278,backward_compute_time=0.144,activation_size=4214784.0,parameter_size=0.0]"] node631 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.297,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node710 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node523 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.063,activation_size=4214784.0,parameter_size=2688.0]"] node1237 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.030,activation_size=2107392.0,parameter_size=0.0]"] node640 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.359,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node818 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.341,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node643 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.292,backward_compute_time=0.128,activation_size=4214784.0,parameter_size=12096.0]"] node439 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node642 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node645 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node644 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node748 [label="ReLU() [forward_compute_time=0.269,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node638 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node647 [label="ReLU() [forward_compute_time=0.295,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node639 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.291,backward_compute_time=0.128,activation_size=4214784.0,parameter_size=12096.0]"] node740 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node741 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.307,backward_compute_time=0.243,activation_size=4214784.0,parameter_size=33600.0]"] node742 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.336,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node646 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node744 [label="ReLU() [forward_compute_time=0.294,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node610 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node746 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.382,backward_compute_time=0.258,activation_size=4214784.0,parameter_size=451584.0]"] node747 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.314,backward_compute_time=0.074,activation_size=4214784.0,parameter_size=2688.0]"] node1249 [label="Size(0) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4.0,parameter_size=0.0]"] node1248 [label="Linear(in_features=4032, out_features=1000, bias=True) [forward_compute_time=0.381,backward_compute_time=0.113,activation_size=64000.0,parameter_size=16132000.0]"] node1213 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.363,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node925 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.355,backward_compute_time=0.286,activation_size=2107392.0,parameter_size=1806336.0]"] node1241 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1240 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.129,activation_size=2107392.0,parameter_size=5376.0]"] node1243 [label="ReLU() [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=0.0,parameter_size=0.0]"] node1242 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=12644352.0,parameter_size=0.0]"] node1245 [label="AvgPool2d(kernel_size=7, stride=7, padding=0) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=0.0,parameter_size=0.0]"] node386 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=2.126,backward_compute_time=0.276,activation_size=8429568.0,parameter_size=0.0]"] node1247 [label="View(-1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=0.0,parameter_size=0.0]"] node1246 [label="Size(0) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4.0,parameter_size=0.0]"] node688 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.314,backward_compute_time=0.063,activation_size=4214784.0,parameter_size=2688.0]"] node942 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.353,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node920 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.290,backward_compute_time=0.219,activation_size=2107392.0,parameter_size=67200.0]"] node1210 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node387 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node976 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.348,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node407 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.097,activation_size=8429568.0,parameter_size=1344.0]"] node947 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node921 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.356,backward_compute_time=0.293,activation_size=2107392.0,parameter_size=1806336.0]"] node1186 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1187 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=12644352.0,parameter_size=0.0]"] node1184 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.379,backward_compute_time=0.292,activation_size=2107392.0,parameter_size=1806336.0]"] node1185 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.083,activation_size=2107392.0,parameter_size=5376.0]"] node1029 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node1028 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.311,backward_compute_time=0.058,activation_size=2107392.0,parameter_size=5376.0]"] node1180 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.348,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node774 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.294,backward_compute_time=0.147,activation_size=4214784.0,parameter_size=0.0]"] node1025 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.312,backward_compute_time=0.079,activation_size=2107392.0,parameter_size=5376.0]"] node1024 [label="Conv2d(4032, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.697,backward_compute_time=1.046,activation_size=2107392.0,parameter_size=10838016.0]"] node1027 [label="Conv2d(4032, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.695,backward_compute_time=1.047,activation_size=2107392.0,parameter_size=10838016.0]"] node1026 [label="ReLU() [forward_compute_time=0.296,backward_compute_time=0.071,activation_size=12644352.0,parameter_size=0.0]"] node1021 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1020 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.072,activation_size=2107392.0,parameter_size=5376.0]"] node1023 [label="ReLU() [forward_compute_time=0.299,backward_compute_time=0.072,activation_size=12644352.0,parameter_size=0.0]"] node1022 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=12644352.0,parameter_size=0.0]"] node366 [label="ReLU() [forward_compute_time=0.376,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node367 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.477,backward_compute_time=0.381,activation_size=8429568.0,parameter_size=16800.0]"] node364 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.407,backward_compute_time=0.111,activation_size=8429568.0,parameter_size=1344.0]"] node365 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node249 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.450,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node248 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.418,backward_compute_time=0.197,activation_size=8429568.0,parameter_size=6048.0]"] node360 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node361 [label="ReLU() [forward_compute_time=0.304,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node245 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.371,backward_compute_time=0.405,activation_size=8429568.0,parameter_size=112896.0]"] node244 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.425,backward_compute_time=0.390,activation_size=8429568.0,parameter_size=16800.0]"] node247 [label="ReLU() [forward_compute_time=0.283,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node246 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.397,backward_compute_time=0.111,activation_size=8429568.0,parameter_size=1344.0]"] node241 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.369,backward_compute_time=0.406,activation_size=8429568.0,parameter_size=112896.0]"] node240 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.358,backward_compute_time=0.385,activation_size=8429568.0,parameter_size=16800.0]"] node243 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node242 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.094,activation_size=8429568.0,parameter_size=1344.0]"] node826 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.354,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node1178 [label="ReLU() [forward_compute_time=0.283,backward_compute_time=0.033,activation_size=2107392.0,parameter_size=0.0]"] node1106 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.294,backward_compute_time=0.216,activation_size=2107392.0,parameter_size=67200.0]"] node77 [label="Conv2d(84, 84, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=84, bias=False) [forward_compute_time=0.334,backward_compute_time=0.819,activation_size=4214784.0,parameter_size=16464.0]"] node76 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.067,activation_size=16859136.0,parameter_size=0.0]"] node75 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.095,activation_size=4214784.0,parameter_size=672.0]"] node74 [label="Conv2d(84, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.324,backward_compute_time=0.191,activation_size=4214784.0,parameter_size=28224.0]"] node73 [label="Conv2d(84, 84, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=84, bias=False) [forward_compute_time=0.300,backward_compute_time=0.212,activation_size=4214784.0,parameter_size=8400.0]"] node72 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node71 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.071,activation_size=4214784.0,parameter_size=672.0]"] node70 [label="Conv2d(84, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.401,backward_compute_time=0.190,activation_size=4214784.0,parameter_size=28224.0]"] node964 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.470,backward_compute_time=0.292,activation_size=2107392.0,parameter_size=1806336.0]"] node965 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.078,activation_size=2107392.0,parameter_size=5376.0]"] node966 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node967 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=12644352.0,parameter_size=0.0]"] node960 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.356,backward_compute_time=0.297,activation_size=2107392.0,parameter_size=1806336.0]"] node961 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.064,activation_size=2107392.0,parameter_size=5376.0]"] node79 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=672.0]"] node78 [label="Conv2d(84, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.314,backward_compute_time=0.187,activation_size=4214784.0,parameter_size=28224.0]"] node1058 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1059 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.296,backward_compute_time=0.109,activation_size=2107392.0,parameter_size=24192.0]"] node1107 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.359,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node1112 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.067,activation_size=2107392.0,parameter_size=5376.0]"] node1115 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.359,backward_compute_time=0.290,activation_size=2107392.0,parameter_size=1806336.0]"] node1114 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.308,backward_compute_time=0.109,activation_size=2107392.0,parameter_size=24192.0]"] node1117 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1116 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.333,backward_compute_time=0.068,activation_size=2107392.0,parameter_size=5376.0]"] node1050 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node1051 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.295,backward_compute_time=0.216,activation_size=2107392.0,parameter_size=67200.0]"] node1052 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.353,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node1053 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.068,activation_size=2107392.0,parameter_size=5376.0]"] node1054 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node1055 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.297,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node1056 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node1057 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node560 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.299,backward_compute_time=0.128,activation_size=4214784.0,parameter_size=12096.0]"] node561 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.349,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node562 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node563 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node564 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.292,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node565 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.258,activation_size=4214784.0,parameter_size=451584.0]"] node566 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.076,activation_size=4214784.0,parameter_size=2688.0]"] node567 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node568 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25288704.0,parameter_size=0.0]"] node569 [label="ReLU() [forward_compute_time=0.293,backward_compute_time=0.086,activation_size=16859136.0,parameter_size=0.0]"] node848 [label="ReLU() [forward_compute_time=0.274,backward_compute_time=0.028,activation_size=204800.0,parameter_size=0.0]"] node649 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node648 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.306,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node399 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.846,backward_compute_time=1.012,activation_size=8429568.0,parameter_size=677376.0]"] node398 [label="ReLU() [forward_compute_time=0.432,backward_compute_time=0.206,activation_size=50577408.0,parameter_size=0.0]"] node1215 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node846 [label="Conv2d(2016, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.567,backward_compute_time=0.313,activation_size=204800.0,parameter_size=1032192.0]"] node393 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.307,backward_compute_time=0.199,activation_size=8429568.0,parameter_size=6048.0]"] node392 [label="ReLU() [forward_compute_time=0.304,backward_compute_time=0.051,activation_size=8429568.0,parameter_size=0.0]"] node391 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.358,backward_compute_time=0.099,activation_size=8429568.0,parameter_size=1344.0]"] node390 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.445,backward_compute_time=0.418,activation_size=8429568.0,parameter_size=112896.0]"] node397 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=50577408.0,parameter_size=0.0]"] node396 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node395 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.118,activation_size=8429568.0,parameter_size=1344.0]"] node394 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.381,backward_compute_time=0.417,activation_size=8429568.0,parameter_size=112896.0]"] node1088 [label="ReLU() [forward_compute_time=0.272,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node898 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.293,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node899 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node926 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.070,activation_size=2107392.0,parameter_size=5376.0]"] node890 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node891 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.291,backward_compute_time=0.217,activation_size=2107392.0,parameter_size=67200.0]"] node892 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.290,activation_size=2107392.0,parameter_size=1806336.0]"] node893 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.075,activation_size=2107392.0,parameter_size=5376.0]"] node894 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node895 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.286,backward_compute_time=0.084,activation_size=2107392.0,parameter_size=0.0]"] node896 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node897 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.028,activation_size=2107392.0,parameter_size=0.0]"] node1193 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.319,backward_compute_time=0.059,activation_size=2107392.0,parameter_size=5376.0]"] node88 [label="Conv2d(84, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.322,backward_compute_time=0.188,activation_size=4214784.0,parameter_size=28224.0]"] node89 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=672.0]"] node788 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25288704.0,parameter_size=0.0]"] node789 [label="ReLU() [forward_compute_time=0.306,backward_compute_time=0.128,activation_size=25288704.0,parameter_size=0.0]"] node970 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.075,activation_size=2107392.0,parameter_size=5376.0]"] node82 [label="Conv2d(84, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.319,backward_compute_time=0.188,activation_size=4214784.0,parameter_size=28224.0]"] node83 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.094,activation_size=4214784.0,parameter_size=672.0]"] node80 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node81 [label="Conv2d(84, 84, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=84, bias=False) [forward_compute_time=0.332,backward_compute_time=0.353,activation_size=4214784.0,parameter_size=16464.0]"] node86 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.066,activation_size=16859136.0,parameter_size=0.0]"] node87 [label="Conv2d(84, 84, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=84, bias=False) [forward_compute_time=0.340,backward_compute_time=0.809,activation_size=4214784.0,parameter_size=16464.0]"] node84 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node85 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.300,backward_compute_time=0.159,activation_size=4214784.0,parameter_size=0.0]"] node803 [label="ReLU() [forward_compute_time=0.273,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node784 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.301,backward_compute_time=0.142,activation_size=4214784.0,parameter_size=12096.0]"] node801 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.330,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node800 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.295,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node418 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.377,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node419 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.338,backward_compute_time=0.113,activation_size=8429568.0,parameter_size=1344.0]"] node148 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.373,backward_compute_time=0.408,activation_size=8429568.0,parameter_size=112896.0]"] node149 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.096,activation_size=8429568.0,parameter_size=1344.0]"] node146 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node147 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.361,backward_compute_time=0.378,activation_size=8429568.0,parameter_size=16800.0]"] node144 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.112,activation_size=8429568.0,parameter_size=1344.0]"] node145 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node142 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.299,backward_compute_time=0.197,activation_size=8429568.0,parameter_size=6048.0]"] node143 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.374,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node140 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.349,backward_compute_time=0.096,activation_size=8429568.0,parameter_size=1344.0]"] node141 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node1205 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.058,activation_size=2107392.0,parameter_size=5376.0]"] node269 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.307,backward_compute_time=0.197,activation_size=8429568.0,parameter_size=6048.0]"] node1207 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.304,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node787 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node1201 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.069,activation_size=2107392.0,parameter_size=5376.0]"] node1200 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.341,backward_compute_time=0.284,activation_size=2107392.0,parameter_size=1806336.0]"] node1203 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.297,backward_compute_time=0.110,activation_size=2107392.0,parameter_size=24192.0]"] node1202 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.027,activation_size=2107392.0,parameter_size=0.0]"] node780 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.302,backward_compute_time=0.133,activation_size=4214784.0,parameter_size=12096.0]"] node1103 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.353,backward_compute_time=0.283,activation_size=2107392.0,parameter_size=1806336.0]"] node1209 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.339,backward_compute_time=0.069,activation_size=2107392.0,parameter_size=5376.0]"] node1208 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.348,backward_compute_time=0.290,activation_size=2107392.0,parameter_size=1806336.0]"] node781 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.344,backward_compute_time=0.265,activation_size=4214784.0,parameter_size=451584.0]"] node782 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.066,activation_size=4214784.0,parameter_size=2688.0]"] node870 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.030,activation_size=2107392.0,parameter_size=0.0]"] node783 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.094,activation_size=4214784.0,parameter_size=0.0]"] node808 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.291,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node992 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.298,backward_compute_time=0.218,activation_size=2107392.0,parameter_size=67200.0]"] node802 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.308,backward_compute_time=0.074,activation_size=4214784.0,parameter_size=2688.0]"] node682 [label="ReLU() [forward_compute_time=0.299,backward_compute_time=0.117,activation_size=25288704.0,parameter_size=0.0]"] node929 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.354,backward_compute_time=0.285,activation_size=2107392.0,parameter_size=1806336.0]"] node731 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.379,backward_compute_time=0.076,activation_size=4214784.0,parameter_size=2688.0]"] node539 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.365,backward_compute_time=0.264,activation_size=4214784.0,parameter_size=451584.0]"] node733 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25288704.0,parameter_size=0.0]"] node732 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node735 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.666,backward_compute_time=0.964,activation_size=4214784.0,parameter_size=2709504.0]"] node734 [label="ReLU() [forward_compute_time=0.310,backward_compute_time=0.117,activation_size=25288704.0,parameter_size=0.0]"] node737 [label="ReLU() [forward_compute_time=3.446,backward_compute_time=0.115,activation_size=25288704.0,parameter_size=0.0]"] node736 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.123,activation_size=4214784.0,parameter_size=2688.0]"] node739 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.704,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node738 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.670,backward_compute_time=0.961,activation_size=4214784.0,parameter_size=2709504.0]"] node806 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node443 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.051,activation_size=8429568.0,parameter_size=0.0]"] node807 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node805 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.342,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node442 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node804 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.291,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node441 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.310,backward_compute_time=0.273,activation_size=8429568.0,parameter_size=0.0]"] node1174 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node414 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.373,backward_compute_time=0.414,activation_size=8429568.0,parameter_size=112896.0]"] node328 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.355,backward_compute_time=0.298,activation_size=8429568.0,parameter_size=0.0]"] node329 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node415 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.361,backward_compute_time=0.096,activation_size=8429568.0,parameter_size=1344.0]"] node322 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.354,backward_compute_time=0.100,activation_size=8429568.0,parameter_size=1344.0]"] node323 [label="ReLU() [forward_compute_time=0.307,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node320 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.379,backward_compute_time=0.197,activation_size=8429568.0,parameter_size=6048.0]"] node321 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=4.985,backward_compute_time=0.408,activation_size=8429568.0,parameter_size=112896.0]"] node326 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.353,backward_compute_time=0.110,activation_size=8429568.0,parameter_size=1344.0]"] node327 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node324 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.322,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node325 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.381,backward_compute_time=0.413,activation_size=8429568.0,parameter_size=112896.0]"] node417 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.296,backward_compute_time=0.201,activation_size=8429568.0,parameter_size=6048.0]"] node445 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.391,backward_compute_time=0.405,activation_size=8429568.0,parameter_size=112896.0]"] node410 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.367,backward_compute_time=0.410,activation_size=8429568.0,parameter_size=112896.0]"] node444 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.298,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node537 [label="ReLU() [forward_compute_time=0.297,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node411 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.114,activation_size=8429568.0,parameter_size=1344.0]"] node551 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.527,backward_compute_time=0.270,activation_size=4214784.0,parameter_size=451584.0]"] node412 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node413 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.294,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node39 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.045,activation_size=8429568.0,parameter_size=0.0]"] node38 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.098,activation_size=8429568.0,parameter_size=336.0]"] node1159 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.068,activation_size=2107392.0,parameter_size=5376.0]"] node1158 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.373,backward_compute_time=0.283,activation_size=2107392.0,parameter_size=1806336.0]"] node1204 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.354,backward_compute_time=0.288,activation_size=2107392.0,parameter_size=1806336.0]"] node33 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node32 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.174,activation_size=8429568.0,parameter_size=336.0]"] node31 [label="Conv2d(42, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.314,backward_compute_time=0.195,activation_size=8429568.0,parameter_size=7056.0]"] node30 [label="Conv2d(42, 42, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=42, bias=False) [forward_compute_time=0.429,backward_compute_time=0.678,activation_size=8429568.0,parameter_size=8232.0]"] node37 [label="Conv2d(96, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.330,backward_compute_time=0.355,activation_size=8429568.0,parameter_size=16128.0]"] node36 [label="Conv2d(96, 96, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=96, bias=False) [forward_compute_time=0.509,backward_compute_time=1.918,activation_size=19267584.0,parameter_size=9600.0]"] node35 [label="ReLU() [forward_compute_time=0.421,backward_compute_time=0.213,activation_size=75700224.0,parameter_size=0.0]"] node34 [label="AvgPool2d(kernel_size=3, stride=2, padding=1) [forward_compute_time=0.314,backward_compute_time=0.761,activation_size=8429568.0,parameter_size=0.0]"] node216 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.348,backward_compute_time=0.112,activation_size=8429568.0,parameter_size=1344.0]"] node217 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node214 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.307,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node215 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.374,backward_compute_time=0.407,activation_size=8429568.0,parameter_size=112896.0]"] node199 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.358,backward_compute_time=0.110,activation_size=8429568.0,parameter_size=1344.0]"] node213 [label="ReLU() [forward_compute_time=0.294,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node210 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.306,backward_compute_time=0.203,activation_size=8429568.0,parameter_size=6048.0]"] node211 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.772,backward_compute_time=0.405,activation_size=8429568.0,parameter_size=112896.0]"] node195 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.096,activation_size=8429568.0,parameter_size=1344.0]"] node194 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.379,backward_compute_time=0.403,activation_size=8429568.0,parameter_size=112896.0]"] node197 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.294,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node196 [label="ReLU() [forward_compute_time=0.283,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node191 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.380,backward_compute_time=0.115,activation_size=8429568.0,parameter_size=1344.0]"] node190 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.369,backward_compute_time=0.412,activation_size=8429568.0,parameter_size=112896.0]"] node218 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.303,backward_compute_time=0.294,activation_size=8429568.0,parameter_size=0.0]"] node219 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node933 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.286,activation_size=2107392.0,parameter_size=1806336.0]"] node1105 [label="ReLU() [forward_compute_time=0.291,backward_compute_time=0.030,activation_size=2107392.0,parameter_size=0.0]"] node609 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.306,backward_compute_time=0.152,activation_size=4214784.0,parameter_size=0.0]"] node608 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node359 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.401,backward_compute_time=0.404,activation_size=8429568.0,parameter_size=112896.0]"] node358 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.305,backward_compute_time=0.198,activation_size=8429568.0,parameter_size=6048.0]"] node357 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.049,activation_size=8429568.0,parameter_size=0.0]"] node356 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.333,backward_compute_time=0.116,activation_size=8429568.0,parameter_size=1344.0]"] node355 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.370,backward_compute_time=0.405,activation_size=8429568.0,parameter_size=112896.0]"] node354 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.370,backward_compute_time=0.385,activation_size=8429568.0,parameter_size=16800.0]"] node353 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.050,activation_size=8429568.0,parameter_size=0.0]"] node352 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.355,backward_compute_time=0.095,activation_size=8429568.0,parameter_size=1344.0]"] node351 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.392,backward_compute_time=0.405,activation_size=8429568.0,parameter_size=112896.0]"] node350 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.373,backward_compute_time=0.391,activation_size=8429568.0,parameter_size=16800.0]"] node839 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.292,backward_compute_time=0.130,activation_size=4214784.0,parameter_size=12096.0]"] node1100 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node681 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.124,activation_size=4214784.0,parameter_size=2688.0]"] node1101 [label="ReLU() [forward_compute_time=0.298,backward_compute_time=0.031,activation_size=2107392.0,parameter_size=0.0]"] node680 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.652,backward_compute_time=0.960,activation_size=4214784.0,parameter_size=2709504.0]"] node995 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.030,activation_size=2107392.0,parameter_size=0.0]"] node994 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.379,backward_compute_time=0.063,activation_size=2107392.0,parameter_size=5376.0]"] node997 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.359,backward_compute_time=0.287,activation_size=2107392.0,parameter_size=1806336.0]"] node996 [label="Conv2d(672, 672, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=672, bias=False) [forward_compute_time=0.301,backward_compute_time=0.230,activation_size=2107392.0,parameter_size=67200.0]"] node858 [label="ReLU() [forward_compute_time=0.287,backward_compute_time=0.053,activation_size=8429568.0,parameter_size=0.0]"] node683 [label="Conv2d(2016, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.657,backward_compute_time=0.962,activation_size=4214784.0,parameter_size=2709504.0]"] node588 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.324,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node589 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.358,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node586 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.065,activation_size=4214784.0,parameter_size=2688.0]"] node587 [label="ReLU() [forward_compute_time=0.305,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node584 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.310,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node585 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.353,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node582 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.073,activation_size=4214784.0,parameter_size=2688.0]"] node571 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.124,activation_size=4214784.0,parameter_size=2688.0]"] node580 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.303,backward_compute_time=0.244,activation_size=4214784.0,parameter_size=33600.0]"] node581 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.256,activation_size=4214784.0,parameter_size=451584.0]"] node1128 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.295,backward_compute_time=0.108,activation_size=2107392.0,parameter_size=24192.0]"] node524 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.037,activation_size=4214784.0,parameter_size=0.0]"] node570 [label="Conv2d(1344, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.523,backward_compute_time=1.007,activation_size=4214784.0,parameter_size=1806336.0]"] node48 [label="Conv2d(42, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.312,backward_compute_time=0.194,activation_size=8429568.0,parameter_size=7056.0]"] node49 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.093,activation_size=8429568.0,parameter_size=336.0]"] node46 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.047,activation_size=8429568.0,parameter_size=0.0]"] node47 [label="Conv2d(42, 42, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=42, bias=False) [forward_compute_time=0.289,backward_compute_time=0.215,activation_size=8429568.0,parameter_size=1512.0]"] node44 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.291,backward_compute_time=0.252,activation_size=8429568.0,parameter_size=0.0]"] node45 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node42 [label="BatchNorm2d(42, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.109,activation_size=8429568.0,parameter_size=336.0]"] node43 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node40 [label="Conv2d(42, 42, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=42, bias=False) [forward_compute_time=0.353,backward_compute_time=0.403,activation_size=8429568.0,parameter_size=4200.0]"] node41 [label="Conv2d(42, 42, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.315,backward_compute_time=0.195,activation_size=8429568.0,parameter_size=7056.0]"] node102 [label="Conv2d(84, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.328,backward_compute_time=0.190,activation_size=4214784.0,parameter_size=28224.0]"] node103 [label="BatchNorm2d(84, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.387,backward_compute_time=0.082,activation_size=4214784.0,parameter_size=672.0]"] node100 [label="ReLU() [forward_compute_time=0.375,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node101 [label="Conv2d(84, 84, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=84, bias=False) [forward_compute_time=0.377,backward_compute_time=0.217,activation_size=4214784.0,parameter_size=8400.0]"] node106 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node107 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.034,activation_size=4214784.0,parameter_size=0.0]"] node104 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node105 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.280,backward_compute_time=0.144,activation_size=4214784.0,parameter_size=0.0]"] node458 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.360,backward_compute_time=0.154,activation_size=16859136.0,parameter_size=2688.0]"] node459 [label="ReLU() [forward_compute_time=0.298,backward_compute_time=0.079,activation_size=16859136.0,parameter_size=0.0]"] node108 [label="Conv2d(84, 84, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=84, bias=False) [forward_compute_time=0.293,backward_compute_time=0.126,activation_size=4214784.0,parameter_size=3024.0]"] node109 [label="Conv2d(84, 84, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.331,backward_compute_time=0.186,activation_size=4214784.0,parameter_size=28224.0]"] node521 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.298,backward_compute_time=0.248,activation_size=4214784.0,parameter_size=33600.0]"] node519 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.370,backward_compute_time=0.071,activation_size=4214784.0,parameter_size=2688.0]"] node518 [label="Conv2d(1344, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.680,backward_compute_time=0.700,activation_size=4214784.0,parameter_size=1806336.0]"] node690 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.294,backward_compute_time=0.245,activation_size=4214784.0,parameter_size=33600.0]"] node691 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.331,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node696 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.063,activation_size=4214784.0,parameter_size=2688.0]"] node522 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.409,backward_compute_time=0.272,activation_size=4214784.0,parameter_size=451584.0]"] node694 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.294,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node695 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.349,backward_compute_time=0.254,activation_size=4214784.0,parameter_size=451584.0]"] node511 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.461,backward_compute_time=0.763,activation_size=2107392.0,parameter_size=677376.0]"] node510 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.314,backward_compute_time=0.485,activation_size=12644352.0,parameter_size=0.0]"] node513 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.485,backward_compute_time=0.622,activation_size=12644352.0,parameter_size=0.0]"] node512 [label="__getitem__ [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=50577408.0,parameter_size=0.0]"] node515 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node514 [label="Conv2d(1008, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.386,backward_compute_time=0.547,activation_size=2107392.0,parameter_size=677376.0]"] node517 [label="ReLU() [forward_compute_time=0.399,backward_compute_time=0.090,activation_size=16859136.0,parameter_size=0.0]"] node516 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.395,backward_compute_time=0.097,activation_size=4214784.0,parameter_size=2688.0]"] node833 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node578 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.065,activation_size=4214784.0,parameter_size=2688.0]"] node1075 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.072,activation_size=2107392.0,parameter_size=5376.0]"] node1171 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.320,backward_compute_time=0.080,activation_size=2107392.0,parameter_size=5376.0]"] node914 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1170 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.288,activation_size=2107392.0,parameter_size=1806336.0]"] node775 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node531 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.064,activation_size=4214784.0,parameter_size=2688.0]"] node777 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.278,backward_compute_time=0.149,activation_size=4214784.0,parameter_size=0.0]"] node776 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.317,backward_compute_time=0.140,activation_size=4214784.0,parameter_size=0.0]"] node771 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.404,backward_compute_time=0.258,activation_size=4214784.0,parameter_size=451584.0]"] node770 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.317,backward_compute_time=0.134,activation_size=4214784.0,parameter_size=12096.0]"] node773 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node772 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.077,activation_size=4214784.0,parameter_size=2688.0]"] node779 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.039,activation_size=4214784.0,parameter_size=0.0]"] node658 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.065,activation_size=4214784.0,parameter_size=2688.0]"] node605 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.294,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node177 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=50577408.0,parameter_size=0.0]"] node176 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node175 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.383,backward_compute_time=0.111,activation_size=8429568.0,parameter_size=1344.0]"] node174 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.394,backward_compute_time=0.406,activation_size=8429568.0,parameter_size=112896.0]"] node173 [label="Conv2d(168, 168, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=168, bias=False) [forward_compute_time=0.295,backward_compute_time=0.200,activation_size=8429568.0,parameter_size=6048.0]"] node172 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.051,activation_size=8429568.0,parameter_size=0.0]"] node171 [label="BatchNorm2d(168, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.096,activation_size=8429568.0,parameter_size=1344.0]"] node170 [label="Conv2d(168, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.367,backward_compute_time=0.421,activation_size=8429568.0,parameter_size=112896.0]"] node1071 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.333,backward_compute_time=0.058,activation_size=2107392.0,parameter_size=5376.0]"] node179 [label="Conv2d(336, 168, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.458,backward_compute_time=0.818,activation_size=8429568.0,parameter_size=225792.0]"] node178 [label="ReLU() [forward_compute_time=0.314,backward_compute_time=0.083,activation_size=16859136.0,parameter_size=0.0]"] node1238 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.301,backward_compute_time=0.113,activation_size=2107392.0,parameter_size=24192.0]"] node1239 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.360,backward_compute_time=0.499,activation_size=2107392.0,parameter_size=1806336.0]"] node622 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4214784.0,parameter_size=0.0]"] node1234 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.296,backward_compute_time=0.110,activation_size=2107392.0,parameter_size=24192.0]"] node1235 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.348,backward_compute_time=0.289,activation_size=2107392.0,parameter_size=1806336.0]"] node1236 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.061,activation_size=2107392.0,parameter_size=5376.0]"] node659 [label="ReLU() [forward_compute_time=0.294,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node1230 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.289,backward_compute_time=0.080,activation_size=2107392.0,parameter_size=0.0]"] node604 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node1232 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node1233 [label="ReLU() [forward_compute_time=0.287,backward_compute_time=0.029,activation_size=2107392.0,parameter_size=0.0]"] node902 [label="Conv2d(672, 672, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=672, bias=False) [forward_compute_time=0.293,backward_compute_time=0.110,activation_size=2107392.0,parameter_size=24192.0]"] node620 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.343,backward_compute_time=0.255,activation_size=4214784.0,parameter_size=451584.0]"] node903 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.350,backward_compute_time=0.288,activation_size=2107392.0,parameter_size=1806336.0]"] node627 [label="ReLU() [forward_compute_time=0.330,backward_compute_time=0.117,activation_size=25288704.0,parameter_size=0.0]"] node900 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.058,activation_size=2107392.0,parameter_size=5376.0]"] node626 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.343,backward_compute_time=0.128,activation_size=4214784.0,parameter_size=2688.0]"] node1019 [label="Conv2d(672, 672, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.350,backward_compute_time=0.288,activation_size=2107392.0,parameter_size=1806336.0]"] node1007 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node901 [label="ReLU() [forward_compute_time=0.297,backward_compute_time=0.030,activation_size=2107392.0,parameter_size=0.0]"] node1006 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.068,activation_size=2107392.0,parameter_size=5376.0]"] node906 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node607 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.331,backward_compute_time=0.074,activation_size=4214784.0,parameter_size=2688.0]"] node261 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.364,backward_compute_time=0.382,activation_size=8429568.0,parameter_size=16800.0]"] node1155 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=2107392.0,parameter_size=0.0]"] node907 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node542 [label="Conv2d(336, 336, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=336, bias=False) [forward_compute_time=0.315,backward_compute_time=0.248,activation_size=4214784.0,parameter_size=33600.0]"] node189 [label="Conv2d(168, 168, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=168, bias=False) [forward_compute_time=0.355,backward_compute_time=0.393,activation_size=8429568.0,parameter_size=16800.0]"] node835 [label="Conv2d(336, 336, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=336, bias=False) [forward_compute_time=0.306,backward_compute_time=0.127,activation_size=4214784.0,parameter_size=12096.0]"] node543 [label="Conv2d(336, 336, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.361,backward_compute_time=0.273,activation_size=4214784.0,parameter_size=451584.0]"] node1003 [label="ReLU() [forward_compute_time=0.291,backward_compute_time=0.033,activation_size=2107392.0,parameter_size=0.0]"] node673 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.035,activation_size=4214784.0,parameter_size=0.0]"] node540 [label="BatchNorm2d(336, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.068,activation_size=4214784.0,parameter_size=2688.0]"] node1002 [label="BatchNorm2d(672, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.060,activation_size=2107392.0,parameter_size=5376.0]"] node541 -> node542 node809 -> node810 node546 -> node547 node1000 -> node1001 node1154 -> node1155 node547 -> node548 node313 -> node314 node312 -> node313 node258 -> node259 node259 -> node260 node317 -> node318 node316 -> node317 node315 -> node316 node314 -> node315 node252 -> node253 node253 -> node254 node250 -> node251 node318 -> node327 node256 -> node257 node257 -> node258 node254 -> node255 node255 -> node287 node268 -> node269 node730 -> node731 node1182 -> node1183 node932 -> node933 node1009 -> node1022 node1008 -> node1009 node959 -> node960 node958 -> node959 node951 -> node952 node950 -> node951 node836 -> node837 node931 -> node932 node955 -> node957 node954 -> node967 node957 -> node967 node956 -> node957 node1164 -> node1165 node1165 -> node1166 node1049 -> node1050 node1048 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node188 -> node189 node260 -> node261 node267 -> node268 node266 -> node267 node265 -> node266 node264 -> node265 node182 -> node183 node183 -> node223 node183 -> node184 node183 -> node231 node183 -> node218 node180 -> node220 node180 -> node201 node180 -> node209 node180 -> node221 node180 -> node192 node180 -> node232 node180 -> node219 node181 -> node182 node186 -> node187 node187 -> node188 node184 -> node185 node185 -> node186 node938 -> node939 node618 -> node619 node619 -> node620 node348 -> node396 node348 -> node349 node348 -> node388 node348 -> node383 node349 -> node350 node344 -> node345 node345 -> node357 node345 -> node397 node345 -> node366 node345 -> node384 node345 -> node385 node345 -> node374 node345 -> node386 node346 -> node347 node347 -> node348 node340 -> node341 node341 -> node342 node342 -> node346 node342 -> node398 node343 -> node344 node1098 -> node1099 node878 -> node879 node1094 -> node1095 node1095 -> node1096 node1096 -> node1097 node879 -> node880 node1090 -> node1091 node1091 -> node1100 node1092 -> node1093 node1093 -> node1094 node869 -> node870 node868 -> node869 node980 -> node981 node874 -> node897 node874 -> node895 node986 -> node987 node987 -> node988 node984 -> node985 node985 -> node986 node861 -> node862 node440 -> node442 node863 -> node864 node862 -> node863 node865 -> node874 node864 -> node865 node867 -> node868 node866 -> node867 node1156 -> node1157 node1133 -> node1134 node1139 -> node1140 node1138 -> node1139 node1138 -> node1186 node1138 -> node1173 node1138 -> node1178 node59 -> node85 node59 -> node115 node59 -> node68 node59 -> node95 node58 -> node59 node689 -> node690 node55 -> node56 node54 -> node55 node57 -> node58 node56 -> node57 node56 -> node118 node51 -> node52 node50 -> node51 node53 -> node55 node52 -> node53 node506 -> node507 node281 -> node282 node504 -> node505 node406 -> node407 node469 -> node470 node468 -> node469 node500 -> node501 node280 -> node281 node465 -> node466 node464 -> 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