digraph { node541 [label="ReLU() [forward_compute_time=0.294,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node809 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.035,activation_size=4415488.0,parameter_size=0.0]"] node546 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.306,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=3168.0]"] node547 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.418,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=30976.0]"] node313 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.331,backward_compute_time=0.301,activation_size=17661952.0,parameter_size=7744.0]"] node312 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.477,backward_compute_time=0.761,activation_size=17661952.0,parameter_size=4400.0]"] node258 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.336,backward_compute_time=0.306,activation_size=17661952.0,parameter_size=7744.0]"] node259 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.145,activation_size=17661952.0,parameter_size=352.0]"] node317 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.358,backward_compute_time=0.301,activation_size=17661952.0,parameter_size=7744.0]"] node316 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=1.705,backward_compute_time=0.762,activation_size=17661952.0,parameter_size=4400.0]"] node315 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.085,activation_size=17661952.0,parameter_size=0.0]"] node314 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.151,activation_size=17661952.0,parameter_size=352.0]"] node252 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.326,backward_compute_time=0.389,activation_size=17661952.0,parameter_size=1584.0]"] node253 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.331,backward_compute_time=0.311,activation_size=17661952.0,parameter_size=7744.0]"] node250 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.422,backward_compute_time=0.146,activation_size=17661952.0,parameter_size=352.0]"] node318 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.217,activation_size=17661952.0,parameter_size=352.0]"] node256 [label="ReLU() [forward_compute_time=0.311,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node257 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.479,backward_compute_time=0.757,activation_size=17661952.0,parameter_size=4400.0]"] node254 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.388,backward_compute_time=0.216,activation_size=17661952.0,parameter_size=352.0]"] node255 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node268 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.084,activation_size=17661952.0,parameter_size=0.0]"] node730 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.344,backward_compute_time=0.232,activation_size=4415488.0,parameter_size=123904.0]"] node836 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.328,backward_compute_time=0.228,activation_size=4415488.0,parameter_size=123904.0]"] node838 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node656 [label="ReLU() [forward_compute_time=1.765,backward_compute_time=0.085,activation_size=17661952.0,parameter_size=0.0]"] node657 [label="Conv2d(176, 176, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=176, bias=False) [forward_compute_time=0.353,backward_compute_time=1.082,activation_size=4415488.0,parameter_size=34496.0]"] node654 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node655 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.323,backward_compute_time=0.180,activation_size=4415488.0,parameter_size=0.0]"] node559 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node558 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node229 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.330,backward_compute_time=0.301,activation_size=17661952.0,parameter_size=7744.0]"] node228 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.324,backward_compute_time=0.389,activation_size=17661952.0,parameter_size=1584.0]"] node227 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.084,activation_size=17661952.0,parameter_size=0.0]"] node226 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.428,backward_compute_time=0.143,activation_size=17661952.0,parameter_size=352.0]"] node225 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.329,backward_compute_time=0.301,activation_size=17661952.0,parameter_size=7744.0]"] node224 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.348,backward_compute_time=0.471,activation_size=17661952.0,parameter_size=1584.0]"] node223 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.172,activation_size=17661952.0,parameter_size=0.0]"] node311 [label="ReLU() [forward_compute_time=1.793,backward_compute_time=0.082,activation_size=17661952.0,parameter_size=0.0]"] node221 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.346,backward_compute_time=0.550,activation_size=17661952.0,parameter_size=0.0]"] node220 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.360,backward_compute_time=0.551,activation_size=17661952.0,parameter_size=0.0]"] node9 [label="Conv2d(11, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.410,backward_compute_time=0.418,activation_size=17661952.0,parameter_size=484.0]"] node8 [label="Conv2d(11, 11, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=11, bias=False) [forward_compute_time=0.596,backward_compute_time=1.960,activation_size=17661952.0,parameter_size=1100.0]"] node310 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node613 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node1 [label="Input [forward_compute_time=15.560,backward_compute_time=0.000,activation_size=77070336.0,parameter_size=0.0]"] node381 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node3 [label="BatchNorm2d(32, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.456,backward_compute_time=3.261,activation_size=201867264.0,parameter_size=256.0]"] node2 [label="Conv2d(3, 32, kernel_size=(3, 3), stride=(2, 2), bias=False) [forward_compute_time=9.720,backward_compute_time=1.291,activation_size=201867264.0,parameter_size=3456.0]"] node5 [label="Conv2d(32, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.281,backward_compute_time=2.544,activation_size=69391872.0,parameter_size=1408.0]"] node4 [label="ReLU() [forward_compute_time=1.195,backward_compute_time=0.537,activation_size=201867264.0,parameter_size=0.0]"] node7 [label="ReLU() [forward_compute_time=0.508,backward_compute_time=0.305,activation_size=69391872.0,parameter_size=0.0]"] node6 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.710,backward_compute_time=2.361,activation_size=69391872.0,parameter_size=88.0]"] node611 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.290,backward_compute_time=0.281,activation_size=8830976.0,parameter_size=0.0]"] node616 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.336,backward_compute_time=0.232,activation_size=8830976.0,parameter_size=30976.0]"] node617 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.424,backward_compute_time=0.105,activation_size=8830976.0,parameter_size=704.0]"] node614 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node615 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.291,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=3168.0]"] node319 [label="ReLU() [forward_compute_time=0.310,backward_compute_time=0.093,activation_size=17661952.0,parameter_size=0.0]"] node99 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.106,activation_size=8830976.0,parameter_size=176.0]"] node98 [label="Conv2d(22, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.321,backward_compute_time=0.214,activation_size=8830976.0,parameter_size=1936.0]"] node251 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.085,activation_size=17661952.0,parameter_size=0.0]"] node749 [label="Conv2d(704, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.504,backward_compute_time=0.736,activation_size=4415488.0,parameter_size=495616.0]"] node91 [label="Conv2d(22, 22, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=22, bias=False) [forward_compute_time=0.434,backward_compute_time=0.710,activation_size=8830976.0,parameter_size=4312.0]"] node90 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.055,activation_size=8830976.0,parameter_size=0.0]"] node93 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.188,activation_size=8830976.0,parameter_size=176.0]"] node92 [label="Conv2d(22, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.317,backward_compute_time=0.208,activation_size=8830976.0,parameter_size=1936.0]"] node95 [label="AvgPool2d(kernel_size=3, stride=2, padding=1) [forward_compute_time=0.306,backward_compute_time=0.562,activation_size=8830976.0,parameter_size=0.0]"] node94 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node97 [label="Conv2d(22, 22, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=22, bias=False) [forward_compute_time=0.361,backward_compute_time=0.926,activation_size=8830976.0,parameter_size=2200.0]"] node96 [label="ReLU() [forward_compute_time=0.317,backward_compute_time=0.129,activation_size=35323904.0,parameter_size=0.0]"] node429 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.443,backward_compute_time=0.226,activation_size=8830976.0,parameter_size=30976.0]"] node428 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.375,backward_compute_time=0.423,activation_size=8830976.0,parameter_size=8800.0]"] node139 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.330,backward_compute_time=0.301,activation_size=17661952.0,parameter_size=7744.0]"] node138 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.417,backward_compute_time=0.392,activation_size=17661952.0,parameter_size=1584.0]"] node814 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.291,backward_compute_time=0.286,activation_size=4415488.0,parameter_size=17600.0]"] node815 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.227,activation_size=4415488.0,parameter_size=123904.0]"] node816 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.087,activation_size=4415488.0,parameter_size=1408.0]"] node817 [label="ReLU() [forward_compute_time=0.270,backward_compute_time=0.035,activation_size=4415488.0,parameter_size=0.0]"] node133 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node132 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.341,backward_compute_time=0.278,activation_size=17661952.0,parameter_size=352.0]"] node131 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.367,backward_compute_time=0.304,activation_size=17661952.0,parameter_size=7744.0]"] node130 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.485,backward_compute_time=0.759,activation_size=17661952.0,parameter_size=4400.0]"] node137 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.081,activation_size=17661952.0,parameter_size=0.0]"] node136 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.337,backward_compute_time=0.218,activation_size=17661952.0,parameter_size=352.0]"] node135 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.332,backward_compute_time=0.300,activation_size=17661952.0,parameter_size=7744.0]"] node134 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.475,backward_compute_time=0.763,activation_size=17661952.0,parameter_size=4400.0]"] node831 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.299,backward_compute_time=0.288,activation_size=4415488.0,parameter_size=17600.0]"] node743 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.286,backward_compute_time=0.145,activation_size=4415488.0,parameter_size=6336.0]"] node745 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.312,backward_compute_time=0.089,activation_size=4415488.0,parameter_size=1408.0]"] node728 [label="ReLU() [forward_compute_time=0.311,backward_compute_time=0.037,activation_size=4415488.0,parameter_size=0.0]"] node729 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.310,backward_compute_time=0.146,activation_size=4415488.0,parameter_size=6336.0]"] node726 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.332,backward_compute_time=0.229,activation_size=4415488.0,parameter_size=123904.0]"] node727 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.361,backward_compute_time=0.077,activation_size=4415488.0,parameter_size=1408.0]"] node724 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.037,activation_size=4415488.0,parameter_size=0.0]"] node725 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.291,backward_compute_time=0.145,activation_size=4415488.0,parameter_size=6336.0]"] node722 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.410,backward_compute_time=0.231,activation_size=4415488.0,parameter_size=123904.0]"] node723 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.311,backward_compute_time=0.093,activation_size=4415488.0,parameter_size=1408.0]"] node720 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.037,activation_size=4415488.0,parameter_size=0.0]"] node721 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.309,backward_compute_time=0.283,activation_size=4415488.0,parameter_size=17600.0]"] node812 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.077,activation_size=4415488.0,parameter_size=1408.0]"] node813 [label="ReLU() [forward_compute_time=0.269,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node837 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.077,activation_size=4415488.0,parameter_size=1408.0]"] node876 [label="ReLU() [forward_compute_time=0.276,backward_compute_time=0.037,activation_size=4415488.0,parameter_size=0.0]"] node877 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.292,backward_compute_time=0.148,activation_size=4415488.0,parameter_size=6336.0]"] node630 [label="BatchNorm2d(768, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.309,backward_compute_time=0.069,activation_size=393216.0,parameter_size=6144.0]"] node834 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.035,activation_size=4415488.0,parameter_size=0.0]"] node860 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.082,activation_size=4415488.0,parameter_size=1408.0]"] node872 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.040,activation_size=4415488.0,parameter_size=0.0]"] node873 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.288,backward_compute_time=0.147,activation_size=4415488.0,parameter_size=6336.0]"] node409 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.107,activation_size=8830976.0,parameter_size=704.0]"] node408 [label="Conv2d(352, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.585,backward_compute_time=0.510,activation_size=8830976.0,parameter_size=123904.0]"] node911 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node263 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.345,backward_compute_time=0.217,activation_size=17661952.0,parameter_size=352.0]"] node262 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.337,backward_compute_time=0.299,activation_size=17661952.0,parameter_size=7744.0]"] node188 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.086,activation_size=17661952.0,parameter_size=0.0]"] node260 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.084,activation_size=17661952.0,parameter_size=0.0]"] node267 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.428,backward_compute_time=0.143,activation_size=17661952.0,parameter_size=352.0]"] node266 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.335,backward_compute_time=0.298,activation_size=17661952.0,parameter_size=7744.0]"] node265 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.333,backward_compute_time=0.389,activation_size=17661952.0,parameter_size=1584.0]"] node264 [label="ReLU() [forward_compute_time=0.283,backward_compute_time=0.081,activation_size=17661952.0,parameter_size=0.0]"] node182 [label="Conv2d(264, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.706,backward_compute_time=1.135,activation_size=17661952.0,parameter_size=46464.0]"] node183 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.337,backward_compute_time=0.259,activation_size=17661952.0,parameter_size=352.0]"] node180 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.337,backward_compute_time=0.486,activation_size=17661952.0,parameter_size=352.0]"] node181 [label="ReLU() [forward_compute_time=0.501,backward_compute_time=0.388,activation_size=105971712.0,parameter_size=0.0]"] node186 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.333,backward_compute_time=0.302,activation_size=17661952.0,parameter_size=7744.0]"] node187 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.141,activation_size=17661952.0,parameter_size=352.0]"] node184 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.082,activation_size=17661952.0,parameter_size=0.0]"] node185 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.493,backward_compute_time=0.757,activation_size=17661952.0,parameter_size=4400.0]"] node618 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node619 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.297,backward_compute_time=0.232,activation_size=8830976.0,parameter_size=3168.0]"] node348 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.437,backward_compute_time=0.319,activation_size=35323904.0,parameter_size=704.0]"] node349 [label="ReLU() [forward_compute_time=0.416,backward_compute_time=0.150,activation_size=35323904.0,parameter_size=0.0]"] node344 [label="Conv2d(264, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.067,backward_compute_time=1.371,activation_size=35323904.0,parameter_size=92928.0]"] node345 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.428,backward_compute_time=0.235,activation_size=35323904.0,parameter_size=704.0]"] node346 [label="ReLU() [forward_compute_time=0.502,backward_compute_time=0.390,activation_size=105971712.0,parameter_size=0.0]"] node347 [label="Conv2d(264, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.943,backward_compute_time=1.594,activation_size=35323904.0,parameter_size=92928.0]"] node340 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.522,activation_size=17661952.0,parameter_size=352.0]"] node341 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node342 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=105971712.0,parameter_size=0.0]"] node343 [label="ReLU() [forward_compute_time=0.720,backward_compute_time=0.390,activation_size=105971712.0,parameter_size=0.0]"] node878 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.327,backward_compute_time=0.232,activation_size=4415488.0,parameter_size=123904.0]"] node879 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.089,activation_size=4415488.0,parameter_size=1408.0]"] node869 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.290,backward_compute_time=0.289,activation_size=4415488.0,parameter_size=17600.0]"] node868 [label="ReLU() [forward_compute_time=0.269,backward_compute_time=0.042,activation_size=4415488.0,parameter_size=0.0]"] node874 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.323,backward_compute_time=0.233,activation_size=4415488.0,parameter_size=123904.0]"] node861 [label="ReLU() [forward_compute_time=0.300,backward_compute_time=0.120,activation_size=26492928.0,parameter_size=0.0]"] node440 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.307,backward_compute_time=0.227,activation_size=8830976.0,parameter_size=3168.0]"] node863 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.307,backward_compute_time=0.078,activation_size=4415488.0,parameter_size=1408.0]"] node862 [label="Conv2d(1056, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.463,backward_compute_time=0.891,activation_size=4415488.0,parameter_size=743424.0]"] node865 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.294,backward_compute_time=0.285,activation_size=4415488.0,parameter_size=17600.0]"] node864 [label="ReLU() [forward_compute_time=0.269,backward_compute_time=0.040,activation_size=4415488.0,parameter_size=0.0]"] node867 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.316,backward_compute_time=0.081,activation_size=4415488.0,parameter_size=1408.0]"] node866 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.306,backward_compute_time=0.240,activation_size=4415488.0,parameter_size=123904.0]"] node59 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.412,backward_compute_time=0.284,activation_size=35323904.0,parameter_size=176.0]"] node58 [label="Conv2d(44, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.523,backward_compute_time=0.941,activation_size=35323904.0,parameter_size=3872.0]"] node689 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.316,backward_compute_time=0.513,activation_size=13246464.0,parameter_size=0.0]"] node55 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node54 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.407,backward_compute_time=0.637,activation_size=17661952.0,parameter_size=0.0]"] node57 [label="ReLU() [forward_compute_time=0.535,backward_compute_time=0.246,activation_size=70647808.0,parameter_size=0.0]"] node56 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=70647808.0,parameter_size=0.0]"] node51 [label="Conv2d(11, 11, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=11, bias=False) [forward_compute_time=0.322,backward_compute_time=0.883,activation_size=17661952.0,parameter_size=396.0]"] node50 [label="ReLU() [forward_compute_time=0.283,backward_compute_time=0.081,activation_size=17661952.0,parameter_size=0.0]"] node53 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.271,activation_size=17661952.0,parameter_size=88.0]"] node52 [label="Conv2d(11, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.522,activation_size=17661952.0,parameter_size=484.0]"] node506 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.332,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=30976.0]"] node281 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.363,backward_compute_time=0.154,activation_size=17661952.0,parameter_size=352.0]"] node504 [label="ReLU() [forward_compute_time=0.296,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node406 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.184,activation_size=8830976.0,parameter_size=704.0]"] node469 [label="ReLU() [forward_compute_time=0.297,backward_compute_time=0.054,activation_size=8830976.0,parameter_size=0.0]"] node468 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.349,backward_compute_time=0.095,activation_size=8830976.0,parameter_size=704.0]"] node500 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node280 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.421,backward_compute_time=0.303,activation_size=17661952.0,parameter_size=7744.0]"] node465 [label="ReLU() [forward_compute_time=0.306,backward_compute_time=0.055,activation_size=8830976.0,parameter_size=0.0]"] node464 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.333,backward_compute_time=0.094,activation_size=8830976.0,parameter_size=704.0]"] node467 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.342,backward_compute_time=0.233,activation_size=8830976.0,parameter_size=30976.0]"] node466 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.380,backward_compute_time=0.439,activation_size=8830976.0,parameter_size=8800.0]"] node461 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.247,activation_size=8830976.0,parameter_size=704.0]"] node460 [label="Conv2d(352, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.506,backward_compute_time=0.653,activation_size=8830976.0,parameter_size=123904.0]"] node463 [label="Conv2d(528, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.677,backward_compute_time=0.722,activation_size=8830976.0,parameter_size=185856.0]"] node462 [label="ReLU() [forward_compute_time=0.365,backward_compute_time=0.302,activation_size=52985856.0,parameter_size=0.0]"] node919 [label="Size(0) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4.0,parameter_size=0.0]"] node918 [label="Linear(in_features=1056, out_features=1000, bias=True) [forward_compute_time=0.377,backward_compute_time=0.116,activation_size=512000.0,parameter_size=4228000.0]"] node669 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.309,backward_compute_time=0.085,activation_size=4415488.0,parameter_size=1408.0]"] node668 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.307,backward_compute_time=0.237,activation_size=4415488.0,parameter_size=123904.0]"] node667 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.300,backward_compute_time=0.602,activation_size=4415488.0,parameter_size=17600.0]"] node666 [label="ReLU() [forward_compute_time=0.274,backward_compute_time=0.087,activation_size=17661952.0,parameter_size=0.0]"] node665 [label="AvgPool2d(kernel_size=3, stride=2, padding=1) [forward_compute_time=0.281,backward_compute_time=0.317,activation_size=4415488.0,parameter_size=0.0]"] node664 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node663 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.307,backward_compute_time=0.106,activation_size=4415488.0,parameter_size=1408.0]"] node662 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.305,backward_compute_time=0.238,activation_size=4415488.0,parameter_size=123904.0]"] node661 [label="Conv2d(176, 176, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=176, bias=False) [forward_compute_time=0.332,backward_compute_time=0.496,activation_size=4415488.0,parameter_size=34496.0]"] node660 [label="ReLU() [forward_compute_time=0.274,backward_compute_time=0.038,activation_size=4415488.0,parameter_size=0.0]"] node487 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.357,backward_compute_time=0.426,activation_size=8830976.0,parameter_size=8800.0]"] node486 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node485 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.094,activation_size=8830976.0,parameter_size=704.0]"] node484 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.410,backward_compute_time=0.226,activation_size=8830976.0,parameter_size=30976.0]"] node483 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.362,backward_compute_time=0.429,activation_size=8830976.0,parameter_size=8800.0]"] node446 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.289,backward_compute_time=0.284,activation_size=8830976.0,parameter_size=0.0]"] node481 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node480 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.112,activation_size=8830976.0,parameter_size=704.0]"] node538 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.388,backward_compute_time=0.426,activation_size=8830976.0,parameter_size=8800.0]"] node489 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.115,activation_size=8830976.0,parameter_size=704.0]"] node488 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.322,backward_compute_time=0.233,activation_size=8830976.0,parameter_size=30976.0]"] node289 [label="Conv2d(264, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.548,backward_compute_time=1.141,activation_size=17661952.0,parameter_size=46464.0]"] node505 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.298,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=3168.0]"] node288 [label="ReLU() [forward_compute_time=0.705,backward_compute_time=0.402,activation_size=105971712.0,parameter_size=0.0]"] node502 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.297,backward_compute_time=0.280,activation_size=8830976.0,parameter_size=0.0]"] node851 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.078,activation_size=4415488.0,parameter_size=1408.0]"] node652 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.321,backward_compute_time=0.231,activation_size=4415488.0,parameter_size=123904.0]"] node535 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.114,activation_size=8830976.0,parameter_size=704.0]"] node503 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node762 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.035,activation_size=4415488.0,parameter_size=0.0]"] node763 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.303,backward_compute_time=0.144,activation_size=4415488.0,parameter_size=6336.0]"] node760 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.315,backward_compute_time=0.230,activation_size=4415488.0,parameter_size=123904.0]"] node534 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.319,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=30976.0]"] node766 [label="ReLU() [forward_compute_time=0.294,backward_compute_time=0.035,activation_size=4415488.0,parameter_size=0.0]"] node767 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.299,backward_compute_time=0.144,activation_size=4415488.0,parameter_size=6336.0]"] node764 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.706,backward_compute_time=0.229,activation_size=4415488.0,parameter_size=123904.0]"] node765 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.076,activation_size=4415488.0,parameter_size=1408.0]"] node533 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.309,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=3168.0]"] node768 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.467,backward_compute_time=0.227,activation_size=4415488.0,parameter_size=123904.0]"] node501 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.287,backward_compute_time=0.281,activation_size=8830976.0,parameter_size=0.0]"] node532 [label="ReLU() [forward_compute_time=0.301,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node164 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node165 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.423,backward_compute_time=0.542,activation_size=17661952.0,parameter_size=0.0]"] node166 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.380,backward_compute_time=0.540,activation_size=17661952.0,parameter_size=0.0]"] node167 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node160 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.334,backward_compute_time=0.299,activation_size=17661952.0,parameter_size=7744.0]"] node161 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.366,backward_compute_time=0.213,activation_size=17661952.0,parameter_size=352.0]"] node162 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node163 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.366,backward_compute_time=0.603,activation_size=17661952.0,parameter_size=0.0]"] node530 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.327,backward_compute_time=0.227,activation_size=8830976.0,parameter_size=30976.0]"] node168 [label="ReLU() [forward_compute_time=1.450,backward_compute_time=0.081,activation_size=17661952.0,parameter_size=0.0]"] node169 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.419,backward_compute_time=0.388,activation_size=17661952.0,parameter_size=1584.0]"] node362 [label="Conv2d(88, 88, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=88, bias=False) [forward_compute_time=0.428,backward_compute_time=0.730,activation_size=8830976.0,parameter_size=17248.0]"] node508 [label="ReLU() [forward_compute_time=0.308,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node871 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.309,backward_compute_time=0.095,activation_size=4415488.0,parameter_size=1408.0]"] node509 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=1.241,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=3168.0]"] node363 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.332,backward_compute_time=0.232,activation_size=8830976.0,parameter_size=30976.0]"] node717 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.305,backward_compute_time=0.284,activation_size=4415488.0,parameter_size=17600.0]"] node716 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node556 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.294,backward_compute_time=0.284,activation_size=8830976.0,parameter_size=0.0]"] node714 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.088,activation_size=4415488.0,parameter_size=1408.0]"] node713 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.314,backward_compute_time=0.228,activation_size=4415488.0,parameter_size=123904.0]"] node712 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.297,backward_compute_time=0.145,activation_size=4415488.0,parameter_size=6336.0]"] node711 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node697 [label="Conv2d(704, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.507,backward_compute_time=0.519,activation_size=4415488.0,parameter_size=495616.0]"] node719 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.078,activation_size=4415488.0,parameter_size=1408.0]"] node718 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.312,backward_compute_time=0.232,activation_size=4415488.0,parameter_size=123904.0]"] node875 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.313,backward_compute_time=0.080,activation_size=4415488.0,parameter_size=1408.0]"] node579 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.055,activation_size=8830976.0,parameter_size=0.0]"] node300 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.325,backward_compute_time=0.298,activation_size=17661952.0,parameter_size=7744.0]"] node301 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.217,activation_size=17661952.0,parameter_size=352.0]"] node302 [label="ReLU() [forward_compute_time=0.274,backward_compute_time=0.082,activation_size=17661952.0,parameter_size=0.0]"] node303 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.343,backward_compute_time=0.388,activation_size=17661952.0,parameter_size=1584.0]"] node304 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.327,backward_compute_time=0.296,activation_size=17661952.0,parameter_size=7744.0]"] node305 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.143,activation_size=17661952.0,parameter_size=352.0]"] node306 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node307 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.332,backward_compute_time=0.387,activation_size=17661952.0,parameter_size=1584.0]"] node308 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.331,backward_compute_time=0.297,activation_size=17661952.0,parameter_size=7744.0]"] node309 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.337,backward_compute_time=0.214,activation_size=17661952.0,parameter_size=352.0]"] node917 [label="View(-1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=0.0,parameter_size=0.0]"] node653 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.101,activation_size=4415488.0,parameter_size=1408.0]"] node916 [label="Size(0) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4.0,parameter_size=0.0]"] node650 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.037,activation_size=4415488.0,parameter_size=0.0]"] node904 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.370,backward_compute_time=0.145,activation_size=4415488.0,parameter_size=6336.0]"] node651 [label="Conv2d(176, 176, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=176, bias=False) [forward_compute_time=0.349,backward_compute_time=0.492,activation_size=4415488.0,parameter_size=34496.0]"] node830 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.040,activation_size=4415488.0,parameter_size=0.0]"] node910 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.345,backward_compute_time=0.298,activation_size=4415488.0,parameter_size=1408.0]"] node555 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node829 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.077,activation_size=4415488.0,parameter_size=1408.0]"] node554 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.299,backward_compute_time=0.304,activation_size=8830976.0,parameter_size=0.0]"] node212 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.346,backward_compute_time=0.144,activation_size=17661952.0,parameter_size=352.0]"] node912 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=26492928.0,parameter_size=0.0]"] node557 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.285,backward_compute_time=0.286,activation_size=8830976.0,parameter_size=0.0]"] node198 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.339,backward_compute_time=0.305,activation_size=17661952.0,parameter_size=7744.0]"] node11 [label="ReLU() [forward_compute_time=0.388,backward_compute_time=0.084,activation_size=17661952.0,parameter_size=0.0]"] node10 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.346,backward_compute_time=0.150,activation_size=17661952.0,parameter_size=88.0]"] node13 [label="Conv2d(11, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.372,backward_compute_time=0.436,activation_size=17661952.0,parameter_size=484.0]"] node12 [label="Conv2d(11, 11, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=11, bias=False) [forward_compute_time=0.580,backward_compute_time=1.005,activation_size=17661952.0,parameter_size=1100.0]"] node15 [label="ReLU() [forward_compute_time=0.838,backward_compute_time=0.631,activation_size=201867264.0,parameter_size=0.0]"] node14 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.345,backward_compute_time=0.828,activation_size=17661952.0,parameter_size=88.0]"] node17 [label="Conv2d(32, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.526,backward_compute_time=0.592,activation_size=17661952.0,parameter_size=1408.0]"] node16 [label="Conv2d(32, 32, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=32, bias=False) [forward_compute_time=1.399,backward_compute_time=9.108,activation_size=51380224.0,parameter_size=6272.0]"] node19 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.075,activation_size=17661952.0,parameter_size=0.0]"] node18 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.672,backward_compute_time=0.159,activation_size=17661952.0,parameter_size=88.0]"] node222 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node828 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.315,backward_compute_time=0.229,activation_size=4415488.0,parameter_size=123904.0]"] node553 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node552 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.320,backward_compute_time=0.117,activation_size=8830976.0,parameter_size=704.0]"] node482 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.054,activation_size=8830976.0,parameter_size=0.0]"] node623 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=52985856.0,parameter_size=0.0]"] node388 [label="ReLU() [forward_compute_time=0.295,backward_compute_time=0.056,activation_size=8830976.0,parameter_size=0.0]"] node548 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.096,activation_size=8830976.0,parameter_size=704.0]"] node549 [label="ReLU() [forward_compute_time=0.276,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node238 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.171,activation_size=17661952.0,parameter_size=352.0]"] node239 [label="ReLU() [forward_compute_time=0.298,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node625 [label="AvgPool2d(kernel_size=(5, 5), stride=(3, 3), padding=(2, 2)) [forward_compute_time=1.272,backward_compute_time=0.680,activation_size=6758400.0,parameter_size=0.0]"] node389 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.291,backward_compute_time=0.237,activation_size=8830976.0,parameter_size=3168.0]"] node234 [label="Conv2d(264, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.551,backward_compute_time=1.133,activation_size=17661952.0,parameter_size=46464.0]"] node235 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.487,activation_size=17661952.0,parameter_size=352.0]"] node236 [label="ReLU() [forward_compute_time=0.525,backward_compute_time=0.390,activation_size=105971712.0,parameter_size=0.0]"] node237 [label="Conv2d(264, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.542,backward_compute_time=1.134,activation_size=17661952.0,parameter_size=46464.0]"] node230 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.174,activation_size=17661952.0,parameter_size=352.0]"] node231 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node232 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=105971712.0,parameter_size=0.0]"] node233 [label="ReLU() [forward_compute_time=0.704,backward_compute_time=0.385,activation_size=105971712.0,parameter_size=0.0]"] node193 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.330,backward_compute_time=0.391,activation_size=17661952.0,parameter_size=1584.0]"] node905 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.349,backward_compute_time=0.229,activation_size=4415488.0,parameter_size=123904.0]"] node192 [label="ReLU() [forward_compute_time=0.367,backward_compute_time=0.081,activation_size=17661952.0,parameter_size=0.0]"] node701 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.313,backward_compute_time=0.240,activation_size=4415488.0,parameter_size=123904.0]"] node853 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.290,backward_compute_time=0.151,activation_size=4415488.0,parameter_size=6336.0]"] node698 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.077,activation_size=4415488.0,parameter_size=1408.0]"] node380 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.347,backward_compute_time=0.097,activation_size=8830976.0,parameter_size=704.0]"] node382 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.371,backward_compute_time=0.426,activation_size=8830976.0,parameter_size=8800.0]"] node436 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.304,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=3168.0]"] node437 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.333,backward_compute_time=0.227,activation_size=8830976.0,parameter_size=30976.0]"] node434 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.347,backward_compute_time=0.115,activation_size=8830976.0,parameter_size=704.0]"] node383 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.321,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=30976.0]"] node432 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.383,backward_compute_time=0.424,activation_size=8830976.0,parameter_size=8800.0]"] node433 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.330,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=30976.0]"] node430 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.415,backward_compute_time=0.100,activation_size=8830976.0,parameter_size=704.0]"] node431 [label="ReLU() [forward_compute_time=1.588,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node384 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.114,activation_size=8830976.0,parameter_size=704.0]"] node699 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node825 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node438 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.095,activation_size=8830976.0,parameter_size=704.0]"] node385 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node128 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.414,backward_compute_time=0.170,activation_size=17661952.0,parameter_size=352.0]"] node129 [label="ReLU() [forward_compute_time=0.329,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node283 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.350,backward_compute_time=0.399,activation_size=17661952.0,parameter_size=1584.0]"] node282 [label="ReLU() [forward_compute_time=1.328,backward_compute_time=0.087,activation_size=17661952.0,parameter_size=0.0]"] node285 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.189,activation_size=17661952.0,parameter_size=352.0]"] node284 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.355,backward_compute_time=0.311,activation_size=17661952.0,parameter_size=7744.0]"] node287 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=105971712.0,parameter_size=0.0]"] node286 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node120 [label="Conv2d(44, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.368,backward_compute_time=0.727,activation_size=8830976.0,parameter_size=3872.0]"] node121 [label="__getitem__ [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=70647808.0,parameter_size=0.0]"] node122 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.548,backward_compute_time=0.835,activation_size=17661952.0,parameter_size=0.0]"] node123 [label="Conv2d(44, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.325,backward_compute_time=0.322,activation_size=8830976.0,parameter_size=3872.0]"] node124 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node125 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.373,backward_compute_time=0.231,activation_size=17661952.0,parameter_size=352.0]"] node126 [label="ReLU() [forward_compute_time=0.343,backward_compute_time=0.142,activation_size=35323904.0,parameter_size=0.0]"] node127 [label="Conv2d(88, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.509,backward_compute_time=0.554,activation_size=17661952.0,parameter_size=15488.0]"] node606 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.326,backward_compute_time=0.231,activation_size=8830976.0,parameter_size=30976.0]"] node601 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.302,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=3168.0]"] node824 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.312,backward_compute_time=0.089,activation_size=4415488.0,parameter_size=1408.0]"] node600 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node603 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.098,activation_size=8830976.0,parameter_size=704.0]"] node602 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.331,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=30976.0]"] node827 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.299,backward_compute_time=0.287,activation_size=4415488.0,parameter_size=17600.0]"] node759 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.318,backward_compute_time=0.283,activation_size=4415488.0,parameter_size=17600.0]"] node758 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.038,activation_size=4415488.0,parameter_size=0.0]"] node368 [label="Conv2d(88, 88, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=88, bias=False) [forward_compute_time=0.435,backward_compute_time=1.815,activation_size=8830976.0,parameter_size=17248.0]"] node753 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.338,backward_compute_time=0.089,activation_size=4415488.0,parameter_size=1408.0]"] node752 [label="Conv2d(1056, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.648,backward_compute_time=0.693,activation_size=4415488.0,parameter_size=743424.0]"] node751 [label="ReLU() [forward_compute_time=0.315,backward_compute_time=0.124,activation_size=26492928.0,parameter_size=0.0]"] node369 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.317,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=30976.0]"] node757 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.088,activation_size=4415488.0,parameter_size=1408.0]"] node756 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.310,backward_compute_time=0.230,activation_size=4415488.0,parameter_size=123904.0]"] node755 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.300,backward_compute_time=0.293,activation_size=4415488.0,parameter_size=17600.0]"] node754 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.042,activation_size=4415488.0,parameter_size=0.0]"] node641 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.311,backward_compute_time=0.080,activation_size=4415488.0,parameter_size=1408.0]"] node761 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.311,backward_compute_time=0.104,activation_size=4415488.0,parameter_size=1408.0]"] node550 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.283,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=3168.0]"] node750 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.858,backward_compute_time=0.137,activation_size=4415488.0,parameter_size=1408.0]"] node821 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node715 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node769 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.086,activation_size=4415488.0,parameter_size=1408.0]"] node416 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.319,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=30976.0]"] node270 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.328,backward_compute_time=0.306,activation_size=17661952.0,parameter_size=7744.0]"] node271 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.343,backward_compute_time=0.218,activation_size=17661952.0,parameter_size=352.0]"] node272 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node273 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.392,backward_compute_time=0.625,activation_size=17661952.0,parameter_size=0.0]"] node274 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node275 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.362,backward_compute_time=0.551,activation_size=17661952.0,parameter_size=0.0]"] node276 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.348,backward_compute_time=0.554,activation_size=17661952.0,parameter_size=0.0]"] node277 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node278 [label="ReLU() [forward_compute_time=0.341,backward_compute_time=0.088,activation_size=17661952.0,parameter_size=0.0]"] node279 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.406,backward_compute_time=0.389,activation_size=17661952.0,parameter_size=1584.0]"] node859 [label="Conv2d(1056, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.467,backward_compute_time=0.695,activation_size=4415488.0,parameter_size=743424.0]"] node379 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.325,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=30976.0]"] node378 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.365,backward_compute_time=1.040,activation_size=8830976.0,parameter_size=8800.0]"] node371 [label="ReLU() [forward_compute_time=0.274,backward_compute_time=0.055,activation_size=8830976.0,parameter_size=0.0]"] node370 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.099,activation_size=8830976.0,parameter_size=704.0]"] node373 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.317,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=30976.0]"] node372 [label="Conv2d(88, 88, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=88, bias=False) [forward_compute_time=0.425,backward_compute_time=0.730,activation_size=8830976.0,parameter_size=17248.0]"] node375 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node374 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.320,backward_compute_time=0.181,activation_size=8830976.0,parameter_size=704.0]"] node377 [label="ReLU() [forward_compute_time=0.315,backward_compute_time=0.146,activation_size=35323904.0,parameter_size=0.0]"] node376 [label="AvgPool2d(kernel_size=3, stride=2, padding=1) [forward_compute_time=0.305,backward_compute_time=0.596,activation_size=8830976.0,parameter_size=0.0]"] node854 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.315,backward_compute_time=0.232,activation_size=4415488.0,parameter_size=123904.0]"] node855 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.090,activation_size=4415488.0,parameter_size=1408.0]"] node856 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node822 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.299,backward_compute_time=0.144,activation_size=4415488.0,parameter_size=6336.0]"] node857 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=26492928.0,parameter_size=0.0]"] node850 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.331,backward_compute_time=0.231,activation_size=4415488.0,parameter_size=123904.0]"] node583 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.051,activation_size=8830976.0,parameter_size=0.0]"] node68 [label="ReLU() [forward_compute_time=0.320,backward_compute_time=0.140,activation_size=35323904.0,parameter_size=0.0]"] node69 [label="Conv2d(22, 22, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=22, bias=False) [forward_compute_time=0.365,backward_compute_time=0.921,activation_size=8830976.0,parameter_size=2200.0]"] node852 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node621 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.255,activation_size=8830976.0,parameter_size=704.0]"] node60 [label="ReLU() [forward_compute_time=0.854,backward_compute_time=1.246,activation_size=201867264.0,parameter_size=0.0]"] node61 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.487,backward_compute_time=1.795,activation_size=51380224.0,parameter_size=0.0]"] node62 [label="Conv2d(32, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.417,backward_compute_time=2.181,activation_size=17661952.0,parameter_size=1408.0]"] node63 [label="__getitem__ [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=201867264.0,parameter_size=0.0]"] node64 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=1.060,backward_compute_time=2.393,activation_size=51380224.0,parameter_size=0.0]"] node65 [label="Conv2d(32, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.403,backward_compute_time=0.757,activation_size=17661952.0,parameter_size=1408.0]"] node66 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=35323904.0,parameter_size=0.0]"] node67 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.419,backward_compute_time=0.324,activation_size=35323904.0,parameter_size=176.0]"] node573 [label="Conv2d(528, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.568,backward_compute_time=0.920,activation_size=8830976.0,parameter_size=185856.0]"] node572 [label="ReLU() [forward_compute_time=0.361,backward_compute_time=0.211,activation_size=52985856.0,parameter_size=0.0]"] node478 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.291,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=3168.0]"] node479 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.328,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=30976.0]"] node577 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.320,backward_compute_time=0.234,activation_size=8830976.0,parameter_size=30976.0]"] node576 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.347,backward_compute_time=0.423,activation_size=8830976.0,parameter_size=8800.0]"] node575 [label="ReLU() [forward_compute_time=0.268,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node574 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.312,backward_compute_time=0.095,activation_size=8830976.0,parameter_size=704.0]"] node472 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.345,backward_compute_time=0.113,activation_size=8830976.0,parameter_size=704.0]"] node473 [label="ReLU() [forward_compute_time=0.280,backward_compute_time=0.051,activation_size=8830976.0,parameter_size=0.0]"] node470 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.358,backward_compute_time=0.423,activation_size=8830976.0,parameter_size=8800.0]"] node471 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.234,activation_size=8830976.0,parameter_size=30976.0]"] node476 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.095,activation_size=8830976.0,parameter_size=704.0]"] node477 [label="ReLU() [forward_compute_time=0.301,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node474 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.290,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=3168.0]"] node475 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.320,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=30976.0]"] node908 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.290,backward_compute_time=0.150,activation_size=4415488.0,parameter_size=6336.0]"] node909 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.316,backward_compute_time=0.331,activation_size=4415488.0,parameter_size=123904.0]"] node678 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.293,backward_compute_time=0.145,activation_size=4415488.0,parameter_size=6336.0]"] node679 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.322,backward_compute_time=0.231,activation_size=4415488.0,parameter_size=123904.0]"] node435 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.051,activation_size=8830976.0,parameter_size=0.0]"] node674 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node675 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.298,backward_compute_time=0.154,activation_size=4415488.0,parameter_size=0.0]"] node676 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node677 [label="ReLU() [forward_compute_time=0.272,backward_compute_time=0.038,activation_size=4415488.0,parameter_size=0.0]"] node670 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.041,activation_size=4415488.0,parameter_size=0.0]"] node671 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.299,backward_compute_time=0.285,activation_size=4415488.0,parameter_size=17600.0]"] node672 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.358,backward_compute_time=0.232,activation_size=4415488.0,parameter_size=123904.0]"] node447 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.286,backward_compute_time=0.282,activation_size=8830976.0,parameter_size=0.0]"] node494 [label="ReLU() [forward_compute_time=0.363,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node495 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.285,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=3168.0]"] node496 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.329,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=30976.0]"] node497 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.319,backward_compute_time=0.121,activation_size=8830976.0,parameter_size=704.0]"] node490 [label="ReLU() [forward_compute_time=0.287,backward_compute_time=0.051,activation_size=8830976.0,parameter_size=0.0]"] node491 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.292,backward_compute_time=0.227,activation_size=8830976.0,parameter_size=3168.0]"] node492 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.322,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=30976.0]"] node493 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.095,activation_size=8830976.0,parameter_size=704.0]"] node498 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node499 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.294,backward_compute_time=0.305,activation_size=8830976.0,parameter_size=0.0]"] node525 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.349,backward_compute_time=0.424,activation_size=8830976.0,parameter_size=8800.0]"] node889 [label="ReLU() [forward_compute_time=0.280,backward_compute_time=0.035,activation_size=4415488.0,parameter_size=0.0]"] node888 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.088,activation_size=4415488.0,parameter_size=1408.0]"] node823 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.312,backward_compute_time=0.228,activation_size=4415488.0,parameter_size=123904.0]"] node883 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.342,backward_compute_time=0.232,activation_size=4415488.0,parameter_size=123904.0]"] node882 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.314,backward_compute_time=0.286,activation_size=4415488.0,parameter_size=17600.0]"] node881 [label="ReLU() [forward_compute_time=0.298,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node880 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node887 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.314,backward_compute_time=0.231,activation_size=4415488.0,parameter_size=123904.0]"] node886 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.305,backward_compute_time=0.288,activation_size=4415488.0,parameter_size=17600.0]"] node885 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.040,activation_size=4415488.0,parameter_size=0.0]"] node884 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.320,backward_compute_time=0.082,activation_size=4415488.0,parameter_size=1408.0]"] node810 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.315,backward_compute_time=0.282,activation_size=4415488.0,parameter_size=17600.0]"] node849 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.292,backward_compute_time=0.145,activation_size=4415488.0,parameter_size=6336.0]"] node915 [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]"] node799 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.312,backward_compute_time=0.323,activation_size=4415488.0,parameter_size=123904.0]"] node798 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.289,backward_compute_time=0.148,activation_size=4415488.0,parameter_size=6336.0]"] node797 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.037,activation_size=4415488.0,parameter_size=0.0]"] node796 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.081,activation_size=4415488.0,parameter_size=1408.0]"] node795 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.316,backward_compute_time=0.232,activation_size=4415488.0,parameter_size=123904.0]"] node794 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.292,backward_compute_time=0.338,activation_size=4415488.0,parameter_size=6336.0]"] node793 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.037,activation_size=4415488.0,parameter_size=0.0]"] node792 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node791 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.282,backward_compute_time=0.155,activation_size=4415488.0,parameter_size=0.0]"] node790 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.274,backward_compute_time=0.152,activation_size=4415488.0,parameter_size=0.0]"] node151 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.478,backward_compute_time=0.747,activation_size=17661952.0,parameter_size=4400.0]"] node150 [label="ReLU() [forward_compute_time=0.304,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node153 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.338,backward_compute_time=0.218,activation_size=17661952.0,parameter_size=352.0]"] node152 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.331,backward_compute_time=0.301,activation_size=17661952.0,parameter_size=7744.0]"] node155 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.331,backward_compute_time=0.390,activation_size=17661952.0,parameter_size=1584.0]"] node154 [label="ReLU() [forward_compute_time=0.280,backward_compute_time=0.081,activation_size=17661952.0,parameter_size=0.0]"] node157 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.341,backward_compute_time=0.142,activation_size=17661952.0,parameter_size=352.0]"] node156 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.332,backward_compute_time=0.297,activation_size=17661952.0,parameter_size=7744.0]"] node159 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.371,backward_compute_time=0.387,activation_size=17661952.0,parameter_size=1584.0]"] node158 [label="ReLU() [forward_compute_time=0.280,backward_compute_time=0.082,activation_size=17661952.0,parameter_size=0.0]"] node405 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node404 [label="Conv2d(264, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.352,backward_compute_time=0.445,activation_size=4415488.0,parameter_size=46464.0]"] node403 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.669,backward_compute_time=1.202,activation_size=26492928.0,parameter_size=0.0]"] node402 [label="__getitem__ [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=105971712.0,parameter_size=0.0]"] node401 [label="Conv2d(264, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.392,backward_compute_time=1.175,activation_size=4415488.0,parameter_size=46464.0]"] node400 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.372,backward_compute_time=0.985,activation_size=26492928.0,parameter_size=0.0]"] node450 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.295,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=3168.0]"] node451 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.328,backward_compute_time=0.227,activation_size=8830976.0,parameter_size=30976.0]"] node778 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.324,backward_compute_time=0.107,activation_size=4415488.0,parameter_size=1408.0]"] node452 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.099,activation_size=8830976.0,parameter_size=704.0]"] node421 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.357,backward_compute_time=0.095,activation_size=8830976.0,parameter_size=704.0]"] node453 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node420 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.428,backward_compute_time=0.226,activation_size=8830976.0,parameter_size=30976.0]"] node454 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.302,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=3168.0]"] node423 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.302,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=3168.0]"] node847 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node455 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.342,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=30976.0]"] node422 [label="ReLU() [forward_compute_time=0.304,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node456 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.113,activation_size=8830976.0,parameter_size=704.0]"] node536 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node425 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.359,backward_compute_time=0.112,activation_size=8830976.0,parameter_size=704.0]"] node457 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node624 [label="ReLU() [forward_compute_time=0.495,backward_compute_time=0.215,activation_size=52985856.0,parameter_size=0.0]"] node424 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.340,backward_compute_time=0.227,activation_size=8830976.0,parameter_size=30976.0]"] node704 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.307,backward_compute_time=0.283,activation_size=4415488.0,parameter_size=17600.0]"] node705 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.308,backward_compute_time=0.227,activation_size=4415488.0,parameter_size=123904.0]"] node706 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.089,activation_size=4415488.0,parameter_size=1408.0]"] node707 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node700 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.302,backward_compute_time=0.287,activation_size=4415488.0,parameter_size=17600.0]"] node427 [label="ReLU() [forward_compute_time=0.374,backward_compute_time=0.051,activation_size=8830976.0,parameter_size=0.0]"] node702 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.316,backward_compute_time=0.077,activation_size=4415488.0,parameter_size=1408.0]"] node703 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.037,activation_size=4415488.0,parameter_size=0.0]"] node426 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node708 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.293,backward_compute_time=0.146,activation_size=4415488.0,parameter_size=6336.0]"] node709 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.310,backward_compute_time=0.230,activation_size=4415488.0,parameter_size=123904.0]"] node785 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.319,backward_compute_time=0.236,activation_size=4415488.0,parameter_size=123904.0]"] node811 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.371,backward_compute_time=0.228,activation_size=4415488.0,parameter_size=123904.0]"] node832 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.311,backward_compute_time=0.228,activation_size=4415488.0,parameter_size=123904.0]"] node339 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.326,backward_compute_time=0.384,activation_size=17661952.0,parameter_size=7744.0]"] node338 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.325,backward_compute_time=0.390,activation_size=17661952.0,parameter_size=1584.0]"] node335 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.337,backward_compute_time=0.299,activation_size=17661952.0,parameter_size=7744.0]"] node334 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.336,backward_compute_time=0.394,activation_size=17661952.0,parameter_size=1584.0]"] node337 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.084,activation_size=17661952.0,parameter_size=0.0]"] node336 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.145,activation_size=17661952.0,parameter_size=352.0]"] node331 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.346,backward_compute_time=0.548,activation_size=17661952.0,parameter_size=0.0]"] node330 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.361,backward_compute_time=0.551,activation_size=17661952.0,parameter_size=0.0]"] node333 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.086,activation_size=17661952.0,parameter_size=0.0]"] node332 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node635 [label="ReLU() [forward_compute_time=0.373,backward_compute_time=0.213,activation_size=52985856.0,parameter_size=0.0]"] node692 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.465,backward_compute_time=0.602,activation_size=13246464.0,parameter_size=0.0]"] node786 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.314,backward_compute_time=0.091,activation_size=4415488.0,parameter_size=1408.0]"] node693 [label="Conv2d(528, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.380,backward_compute_time=0.429,activation_size=2207744.0,parameter_size=185856.0]"] node526 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.327,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=30976.0]"] node544 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.331,backward_compute_time=0.117,activation_size=8830976.0,parameter_size=704.0]"] node820 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.077,activation_size=4415488.0,parameter_size=1408.0]"] node28 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.432,backward_compute_time=0.235,activation_size=17661952.0,parameter_size=88.0]"] node29 [label="ReLU() [forward_compute_time=0.287,backward_compute_time=0.077,activation_size=17661952.0,parameter_size=0.0]"] node629 [label="Conv2d(128, 768, kernel_size=(5, 5), stride=(1, 1), bias=False) [forward_compute_time=0.659,backward_compute_time=1.910,activation_size=393216.0,parameter_size=9830400.0]"] node24 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.430,backward_compute_time=1.086,activation_size=17661952.0,parameter_size=0.0]"] node25 [label="ReLU() [forward_compute_time=0.753,backward_compute_time=0.556,activation_size=201867264.0,parameter_size=0.0]"] node26 [label="Conv2d(32, 32, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=32, bias=False) [forward_compute_time=1.393,backward_compute_time=9.133,activation_size=51380224.0,parameter_size=6272.0]"] node27 [label="Conv2d(32, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.413,backward_compute_time=0.500,activation_size=17661952.0,parameter_size=1408.0]"] node20 [label="Conv2d(11, 11, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=11, bias=False) [forward_compute_time=0.636,backward_compute_time=1.324,activation_size=17661952.0,parameter_size=2156.0]"] node21 [label="Conv2d(11, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.358,backward_compute_time=0.427,activation_size=17661952.0,parameter_size=484.0]"] node22 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.363,activation_size=17661952.0,parameter_size=88.0]"] node23 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node913 [label="ReLU() [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=0.0,parameter_size=0.0]"] node527 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.402,backward_compute_time=0.114,activation_size=8830976.0,parameter_size=704.0]"] node545 [label="ReLU() [forward_compute_time=0.294,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node209 [label="ReLU() [forward_compute_time=0.295,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node208 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.371,backward_compute_time=0.305,activation_size=17661952.0,parameter_size=352.0]"] node632 [label="ReLU() [forward_compute_time=0.365,backward_compute_time=0.214,activation_size=52985856.0,parameter_size=0.0]"] node633 [label="Conv2d(528, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.813,backward_compute_time=1.301,activation_size=17661952.0,parameter_size=371712.0]"] node634 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.365,backward_compute_time=0.143,activation_size=17661952.0,parameter_size=1408.0]"] node628 [label="ReLU() [forward_compute_time=0.266,backward_compute_time=0.040,activation_size=1638400.0,parameter_size=0.0]"] node636 [label="Conv2d(528, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.719,backward_compute_time=1.498,activation_size=17661952.0,parameter_size=371712.0]"] node637 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.354,backward_compute_time=0.165,activation_size=17661952.0,parameter_size=1408.0]"] node201 [label="ReLU() [forward_compute_time=0.317,backward_compute_time=0.085,activation_size=17661952.0,parameter_size=0.0]"] node200 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node203 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.371,backward_compute_time=0.298,activation_size=17661952.0,parameter_size=7744.0]"] node202 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.474,backward_compute_time=0.753,activation_size=17661952.0,parameter_size=4400.0]"] node205 [label="ReLU() [forward_compute_time=0.328,backward_compute_time=0.084,activation_size=17661952.0,parameter_size=0.0]"] node204 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.986,backward_compute_time=0.145,activation_size=17661952.0,parameter_size=352.0]"] node207 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.398,backward_compute_time=0.298,activation_size=17661952.0,parameter_size=7744.0]"] node206 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.507,backward_compute_time=0.747,activation_size=17661952.0,parameter_size=4400.0]"] node507 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.331,backward_compute_time=0.101,activation_size=8830976.0,parameter_size=704.0]"] node520 [label="ReLU() [forward_compute_time=0.266,backward_compute_time=0.051,activation_size=8830976.0,parameter_size=0.0]"] node591 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node590 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.114,activation_size=8830976.0,parameter_size=704.0]"] node593 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.356,backward_compute_time=0.424,activation_size=8830976.0,parameter_size=8800.0]"] node592 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node595 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.096,activation_size=8830976.0,parameter_size=704.0]"] node594 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.320,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=30976.0]"] node597 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.355,backward_compute_time=0.425,activation_size=8830976.0,parameter_size=8800.0]"] node596 [label="ReLU() [forward_compute_time=0.276,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node599 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.319,backward_compute_time=0.115,activation_size=8830976.0,parameter_size=704.0]"] node598 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.319,backward_compute_time=0.227,activation_size=8830976.0,parameter_size=30976.0]"] node845 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.291,backward_compute_time=0.154,activation_size=4415488.0,parameter_size=0.0]"] node844 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node843 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.291,backward_compute_time=0.158,activation_size=4415488.0,parameter_size=0.0]"] node842 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node841 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.087,activation_size=4415488.0,parameter_size=1408.0]"] node840 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.330,backward_compute_time=0.235,activation_size=4415488.0,parameter_size=123904.0]"] node819 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.314,backward_compute_time=0.231,activation_size=4415488.0,parameter_size=123904.0]"] node115 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.413,backward_compute_time=0.240,activation_size=8830976.0,parameter_size=0.0]"] node114 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.114,activation_size=8830976.0,parameter_size=176.0]"] node117 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=35323904.0,parameter_size=0.0]"] node116 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node111 [label="ReLU() [forward_compute_time=0.275,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node110 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.098,activation_size=8830976.0,parameter_size=176.0]"] node113 [label="Conv2d(22, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.319,backward_compute_time=0.253,activation_size=8830976.0,parameter_size=1936.0]"] node112 [label="Conv2d(22, 22, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=22, bias=False) [forward_compute_time=0.289,backward_compute_time=0.301,activation_size=8830976.0,parameter_size=792.0]"] node449 [label="ReLU() [forward_compute_time=0.300,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node448 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node119 [label="AvgPool2d(kernel_size=1, stride=2, padding=0) [forward_compute_time=0.313,backward_compute_time=0.651,activation_size=17661952.0,parameter_size=0.0]"] node118 [label="ReLU() [forward_compute_time=0.418,backward_compute_time=0.476,activation_size=70647808.0,parameter_size=0.0]"] node685 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.288,backward_compute_time=0.158,activation_size=4415488.0,parameter_size=0.0]"] node684 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.320,backward_compute_time=0.093,activation_size=4415488.0,parameter_size=1408.0]"] node687 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node686 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node528 [label="ReLU() [forward_compute_time=0.267,backward_compute_time=0.051,activation_size=8830976.0,parameter_size=0.0]"] node529 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.289,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=3168.0]"] node298 [label="ReLU() [forward_compute_time=0.273,backward_compute_time=0.084,activation_size=17661952.0,parameter_size=0.0]"] node299 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.473,backward_compute_time=0.749,activation_size=17661952.0,parameter_size=4400.0]"] node296 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.327,backward_compute_time=0.298,activation_size=17661952.0,parameter_size=7744.0]"] node297 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.141,activation_size=17661952.0,parameter_size=352.0]"] node294 [label="ReLU() [forward_compute_time=0.269,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node295 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.468,backward_compute_time=0.756,activation_size=17661952.0,parameter_size=4400.0]"] node292 [label="Conv2d(264, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.543,backward_compute_time=1.324,activation_size=17661952.0,parameter_size=46464.0]"] node293 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.416,backward_compute_time=0.165,activation_size=17661952.0,parameter_size=352.0]"] node290 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.487,activation_size=17661952.0,parameter_size=352.0]"] node291 [label="ReLU() [forward_compute_time=0.497,backward_compute_time=0.394,activation_size=105971712.0,parameter_size=0.0]"] node612 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.309,backward_compute_time=0.277,activation_size=8830976.0,parameter_size=0.0]"] node631 [label="ReLU() [forward_compute_time=0.268,backward_compute_time=0.204,activation_size=393216.0,parameter_size=0.0]"] node710 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.312,backward_compute_time=0.078,activation_size=4415488.0,parameter_size=1408.0]"] node523 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.097,activation_size=8830976.0,parameter_size=704.0]"] node640 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.343,backward_compute_time=0.228,activation_size=4415488.0,parameter_size=123904.0]"] node818 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.287,backward_compute_time=0.145,activation_size=4415488.0,parameter_size=6336.0]"] node643 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.304,backward_compute_time=0.285,activation_size=4415488.0,parameter_size=17600.0]"] node439 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node642 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.038,activation_size=4415488.0,parameter_size=0.0]"] node645 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.105,activation_size=4415488.0,parameter_size=1408.0]"] node644 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.317,backward_compute_time=0.315,activation_size=4415488.0,parameter_size=123904.0]"] node748 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.090,activation_size=17661952.0,parameter_size=0.0]"] node638 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.084,activation_size=17661952.0,parameter_size=0.0]"] node647 [label="Conv2d(176, 176, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=176, bias=False) [forward_compute_time=0.354,backward_compute_time=1.076,activation_size=4415488.0,parameter_size=34496.0]"] node639 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.314,backward_compute_time=0.594,activation_size=4415488.0,parameter_size=17600.0]"] node740 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.314,backward_compute_time=0.233,activation_size=4415488.0,parameter_size=123904.0]"] node741 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.313,backward_compute_time=0.077,activation_size=4415488.0,parameter_size=1408.0]"] node742 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node646 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.092,activation_size=17661952.0,parameter_size=0.0]"] node744 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.308,backward_compute_time=0.228,activation_size=4415488.0,parameter_size=123904.0]"] node610 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node746 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node747 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=26492928.0,parameter_size=0.0]"] node386 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.290,backward_compute_time=0.282,activation_size=8830976.0,parameter_size=0.0]"] node688 [label="ReLU() [forward_compute_time=0.366,backward_compute_time=0.383,activation_size=52985856.0,parameter_size=0.0]"] node920 [label="View(-1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=393216.0,parameter_size=0.0]"] node387 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node407 [label="ReLU() [forward_compute_time=0.327,backward_compute_time=0.155,activation_size=35323904.0,parameter_size=0.0]"] node921 [label="Linear(in_features=768, out_features=1000, bias=True) [forward_compute_time=0.315,backward_compute_time=0.115,activation_size=512000.0,parameter_size=3076000.0]"] node774 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.316,backward_compute_time=0.086,activation_size=4415488.0,parameter_size=1408.0]"] node366 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.336,backward_compute_time=0.343,activation_size=8830976.0,parameter_size=0.0]"] node367 [label="ReLU() [forward_compute_time=0.321,backward_compute_time=0.147,activation_size=35323904.0,parameter_size=0.0]"] node364 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.180,activation_size=8830976.0,parameter_size=704.0]"] node365 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node249 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.333,backward_compute_time=0.305,activation_size=17661952.0,parameter_size=7744.0]"] node248 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.369,backward_compute_time=0.392,activation_size=17661952.0,parameter_size=1584.0]"] node360 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.097,activation_size=8830976.0,parameter_size=704.0]"] node361 [label="ReLU() [forward_compute_time=0.272,backward_compute_time=0.055,activation_size=8830976.0,parameter_size=0.0]"] node245 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.435,backward_compute_time=0.306,activation_size=17661952.0,parameter_size=7744.0]"] node244 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.487,backward_compute_time=0.761,activation_size=17661952.0,parameter_size=4400.0]"] node247 [label="ReLU() [forward_compute_time=0.306,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node246 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.217,activation_size=17661952.0,parameter_size=352.0]"] node241 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.364,backward_compute_time=0.302,activation_size=17661952.0,parameter_size=7744.0]"] node240 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.497,backward_compute_time=0.764,activation_size=17661952.0,parameter_size=4400.0]"] node243 [label="ReLU() [forward_compute_time=0.335,backward_compute_time=0.085,activation_size=17661952.0,parameter_size=0.0]"] node242 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.357,backward_compute_time=0.146,activation_size=17661952.0,parameter_size=352.0]"] node826 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.040,activation_size=4415488.0,parameter_size=0.0]"] node77 [label="Conv2d(22, 22, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=22, bias=False) [forward_compute_time=0.433,backward_compute_time=1.655,activation_size=8830976.0,parameter_size=4312.0]"] node76 [label="ReLU() [forward_compute_time=0.316,backward_compute_time=0.120,activation_size=35323904.0,parameter_size=0.0]"] node75 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.184,activation_size=8830976.0,parameter_size=176.0]"] node74 [label="Conv2d(22, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.312,backward_compute_time=0.203,activation_size=8830976.0,parameter_size=1936.0]"] node73 [label="Conv2d(22, 22, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=22, bias=False) [forward_compute_time=0.353,backward_compute_time=0.391,activation_size=8830976.0,parameter_size=2200.0]"] node72 [label="ReLU() [forward_compute_time=0.270,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node71 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.353,backward_compute_time=0.096,activation_size=8830976.0,parameter_size=176.0]"] node70 [label="Conv2d(22, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.338,backward_compute_time=0.203,activation_size=8830976.0,parameter_size=1936.0]"] node79 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.357,backward_compute_time=0.098,activation_size=8830976.0,parameter_size=176.0]"] node78 [label="Conv2d(22, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.349,backward_compute_time=0.209,activation_size=8830976.0,parameter_size=1936.0]"] node560 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.365,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=3168.0]"] node561 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.320,backward_compute_time=0.227,activation_size=8830976.0,parameter_size=30976.0]"] node562 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.325,backward_compute_time=0.097,activation_size=8830976.0,parameter_size=704.0]"] node563 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node564 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.283,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=3168.0]"] node565 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.325,backward_compute_time=0.235,activation_size=8830976.0,parameter_size=30976.0]"] node566 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.109,activation_size=8830976.0,parameter_size=704.0]"] node567 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node568 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=52985856.0,parameter_size=0.0]"] node569 [label="ReLU() [forward_compute_time=0.417,backward_compute_time=0.210,activation_size=52985856.0,parameter_size=0.0]"] node848 [label="ReLU() [forward_compute_time=0.291,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node649 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.083,activation_size=4415488.0,parameter_size=1408.0]"] node648 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.309,backward_compute_time=0.228,activation_size=4415488.0,parameter_size=123904.0]"] node399 [label="ReLU() [forward_compute_time=0.508,backward_compute_time=0.756,activation_size=105971712.0,parameter_size=0.0]"] node398 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=35323904.0,parameter_size=0.0]"] node846 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=1.112,backward_compute_time=0.158,activation_size=4415488.0,parameter_size=0.0]"] node393 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.289,backward_compute_time=0.232,activation_size=8830976.0,parameter_size=3168.0]"] node392 [label="ReLU() [forward_compute_time=0.296,backward_compute_time=0.066,activation_size=8830976.0,parameter_size=0.0]"] node391 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.345,backward_compute_time=0.107,activation_size=8830976.0,parameter_size=704.0]"] node390 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.366,backward_compute_time=0.321,activation_size=8830976.0,parameter_size=30976.0]"] node397 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node396 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.332,backward_compute_time=0.265,activation_size=8830976.0,parameter_size=0.0]"] node395 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.581,backward_compute_time=0.112,activation_size=8830976.0,parameter_size=704.0]"] node394 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.342,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=30976.0]"] node898 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.295,backward_compute_time=0.156,activation_size=4415488.0,parameter_size=0.0]"] node899 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node890 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.289,backward_compute_time=0.148,activation_size=4415488.0,parameter_size=6336.0]"] node891 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.315,backward_compute_time=0.231,activation_size=4415488.0,parameter_size=123904.0]"] node892 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.083,activation_size=4415488.0,parameter_size=1408.0]"] node893 [label="ReLU() [forward_compute_time=0.281,backward_compute_time=0.083,activation_size=4415488.0,parameter_size=0.0]"] node894 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.288,backward_compute_time=0.144,activation_size=4415488.0,parameter_size=6336.0]"] node895 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.326,backward_compute_time=0.230,activation_size=4415488.0,parameter_size=123904.0]"] node896 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.322,backward_compute_time=0.088,activation_size=4415488.0,parameter_size=1408.0]"] node897 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node88 [label="Conv2d(22, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.319,backward_compute_time=0.206,activation_size=8830976.0,parameter_size=1936.0]"] node89 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.106,activation_size=8830976.0,parameter_size=176.0]"] node788 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.284,backward_compute_time=0.158,activation_size=4415488.0,parameter_size=0.0]"] node789 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node82 [label="Conv2d(22, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.859,backward_compute_time=0.515,activation_size=8830976.0,parameter_size=1936.0]"] node83 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.370,backward_compute_time=0.274,activation_size=8830976.0,parameter_size=176.0]"] node80 [label="ReLU() [forward_compute_time=0.296,backward_compute_time=0.055,activation_size=8830976.0,parameter_size=0.0]"] node81 [label="Conv2d(22, 22, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=22, bias=False) [forward_compute_time=0.465,backward_compute_time=0.717,activation_size=8830976.0,parameter_size=4312.0]"] node86 [label="ReLU() [forward_compute_time=0.321,backward_compute_time=0.122,activation_size=35323904.0,parameter_size=0.0]"] node87 [label="Conv2d(22, 22, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=22, bias=False) [forward_compute_time=0.438,backward_compute_time=1.657,activation_size=8830976.0,parameter_size=4312.0]"] node84 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node85 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.391,backward_compute_time=0.320,activation_size=8830976.0,parameter_size=0.0]"] node803 [label="ReLU() [forward_compute_time=0.390,backward_compute_time=0.124,activation_size=26492928.0,parameter_size=0.0]"] node784 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.288,backward_compute_time=0.148,activation_size=4415488.0,parameter_size=6336.0]"] node801 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node800 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.099,activation_size=4415488.0,parameter_size=1408.0]"] node418 [label="ReLU() [forward_compute_time=0.299,backward_compute_time=0.051,activation_size=8830976.0,parameter_size=0.0]"] node419 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.338,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=3168.0]"] node148 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.328,backward_compute_time=0.311,activation_size=17661952.0,parameter_size=7744.0]"] node149 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.145,activation_size=17661952.0,parameter_size=352.0]"] node146 [label="ReLU() [forward_compute_time=0.286,backward_compute_time=0.081,activation_size=17661952.0,parameter_size=0.0]"] node147 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.475,backward_compute_time=0.752,activation_size=17661952.0,parameter_size=4400.0]"] node144 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.213,activation_size=17661952.0,parameter_size=352.0]"] node145 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node142 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.328,backward_compute_time=0.390,activation_size=17661952.0,parameter_size=1584.0]"] node143 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.413,backward_compute_time=0.301,activation_size=17661952.0,parameter_size=7744.0]"] node140 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.144,activation_size=17661952.0,parameter_size=352.0]"] node141 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.082,activation_size=17661952.0,parameter_size=0.0]"] node269 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.456,backward_compute_time=0.397,activation_size=17661952.0,parameter_size=1584.0]"] node787 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node780 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.283,backward_compute_time=0.150,activation_size=4415488.0,parameter_size=6336.0]"] node781 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.312,backward_compute_time=0.245,activation_size=4415488.0,parameter_size=123904.0]"] node782 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.314,backward_compute_time=0.083,activation_size=4415488.0,parameter_size=1408.0]"] node870 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.305,backward_compute_time=0.227,activation_size=4415488.0,parameter_size=123904.0]"] node783 [label="ReLU() [forward_compute_time=0.288,backward_compute_time=0.039,activation_size=4415488.0,parameter_size=0.0]"] node808 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.079,activation_size=4415488.0,parameter_size=1408.0]"] node802 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=26492928.0,parameter_size=0.0]"] node682 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.286,backward_compute_time=0.148,activation_size=4415488.0,parameter_size=6336.0]"] node731 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.088,activation_size=4415488.0,parameter_size=1408.0]"] node539 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.732,backward_compute_time=0.233,activation_size=8830976.0,parameter_size=30976.0]"] node733 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.314,backward_compute_time=0.160,activation_size=4415488.0,parameter_size=0.0]"] node732 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node735 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=1.227,backward_compute_time=0.154,activation_size=4415488.0,parameter_size=0.0]"] node734 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node737 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node736 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.281,backward_compute_time=0.155,activation_size=4415488.0,parameter_size=0.0]"] node739 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.288,backward_compute_time=0.146,activation_size=4415488.0,parameter_size=6336.0]"] node738 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node806 [label="ReLU() [forward_compute_time=0.315,backward_compute_time=0.120,activation_size=26492928.0,parameter_size=0.0]"] node443 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node807 [label="Conv2d(1056, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.463,backward_compute_time=0.702,activation_size=4415488.0,parameter_size=743424.0]"] node805 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.144,activation_size=4415488.0,parameter_size=1408.0]"] node442 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.112,activation_size=8830976.0,parameter_size=704.0]"] node804 [label="Conv2d(1056, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.481,backward_compute_time=0.704,activation_size=4415488.0,parameter_size=743424.0]"] node441 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.339,backward_compute_time=0.235,activation_size=8830976.0,parameter_size=30976.0]"] node414 [label="ReLU() [forward_compute_time=0.280,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node328 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.364,backward_compute_time=0.607,activation_size=17661952.0,parameter_size=0.0]"] node329 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node415 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.356,backward_compute_time=0.423,activation_size=8830976.0,parameter_size=8800.0]"] node322 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.142,activation_size=17661952.0,parameter_size=352.0]"] node323 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node320 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.349,backward_compute_time=0.390,activation_size=17661952.0,parameter_size=1584.0]"] node321 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.329,backward_compute_time=0.383,activation_size=17661952.0,parameter_size=7744.0]"] node326 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.214,activation_size=17661952.0,parameter_size=352.0]"] node327 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node324 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.325,backward_compute_time=0.389,activation_size=17661952.0,parameter_size=1584.0]"] node325 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.329,backward_compute_time=0.303,activation_size=17661952.0,parameter_size=7744.0]"] node417 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.113,activation_size=8830976.0,parameter_size=704.0]"] node445 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node410 [label="ReLU() [forward_compute_time=0.374,backward_compute_time=0.055,activation_size=8830976.0,parameter_size=0.0]"] node444 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.296,backward_compute_time=0.304,activation_size=8830976.0,parameter_size=0.0]"] node537 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node411 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.356,backward_compute_time=0.424,activation_size=8830976.0,parameter_size=8800.0]"] node551 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.409,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=30976.0]"] node412 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.330,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=30976.0]"] node413 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.331,backward_compute_time=0.095,activation_size=8830976.0,parameter_size=704.0]"] node39 [label="ReLU() [forward_compute_time=0.329,backward_compute_time=0.076,activation_size=17661952.0,parameter_size=0.0]"] node38 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.427,backward_compute_time=0.151,activation_size=17661952.0,parameter_size=88.0]"] node33 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node32 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.360,backward_compute_time=0.351,activation_size=17661952.0,parameter_size=88.0]"] node31 [label="Conv2d(11, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.385,backward_compute_time=0.425,activation_size=17661952.0,parameter_size=484.0]"] node30 [label="Conv2d(11, 11, kernel_size=(7, 7), stride=(1, 1), padding=(3, 3), groups=11, bias=False) [forward_compute_time=0.631,backward_compute_time=1.319,activation_size=17661952.0,parameter_size=2156.0]"] node37 [label="Conv2d(32, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.483,backward_compute_time=0.539,activation_size=17661952.0,parameter_size=1408.0]"] node36 [label="Conv2d(32, 32, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=32, bias=False) [forward_compute_time=2.424,backward_compute_time=5.629,activation_size=51380224.0,parameter_size=3200.0]"] node35 [label="ReLU() [forward_compute_time=0.817,backward_compute_time=0.539,activation_size=201867264.0,parameter_size=0.0]"] node34 [label="AvgPool2d(kernel_size=3, stride=2, padding=1) [forward_compute_time=0.440,backward_compute_time=1.743,activation_size=17661952.0,parameter_size=0.0]"] node216 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.338,backward_compute_time=0.214,activation_size=17661952.0,parameter_size=352.0]"] node217 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node214 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.325,backward_compute_time=0.388,activation_size=17661952.0,parameter_size=1584.0]"] node215 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.425,backward_compute_time=0.299,activation_size=17661952.0,parameter_size=7744.0]"] node199 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.215,activation_size=17661952.0,parameter_size=352.0]"] node213 [label="ReLU() [forward_compute_time=0.283,backward_compute_time=0.083,activation_size=17661952.0,parameter_size=0.0]"] node210 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.421,backward_compute_time=0.388,activation_size=17661952.0,parameter_size=1584.0]"] node211 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.335,backward_compute_time=0.381,activation_size=17661952.0,parameter_size=7744.0]"] node195 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.338,backward_compute_time=0.144,activation_size=17661952.0,parameter_size=352.0]"] node194 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.338,backward_compute_time=0.306,activation_size=17661952.0,parameter_size=7744.0]"] node197 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.359,backward_compute_time=0.389,activation_size=17661952.0,parameter_size=1584.0]"] node196 [label="ReLU() [forward_compute_time=0.285,backward_compute_time=0.082,activation_size=17661952.0,parameter_size=0.0]"] node191 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.216,activation_size=17661952.0,parameter_size=352.0]"] node190 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.324,backward_compute_time=0.345,activation_size=17661952.0,parameter_size=7744.0]"] node218 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.366,backward_compute_time=0.606,activation_size=17661952.0,parameter_size=0.0]"] node219 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node609 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.295,backward_compute_time=0.303,activation_size=8830976.0,parameter_size=0.0]"] node608 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node359 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.342,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=30976.0]"] node358 [label="Conv2d(88, 88, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), groups=88, bias=False) [forward_compute_time=0.475,backward_compute_time=1.814,activation_size=8830976.0,parameter_size=17248.0]"] node357 [label="ReLU() [forward_compute_time=0.347,backward_compute_time=0.146,activation_size=35323904.0,parameter_size=0.0]"] node356 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.347,backward_compute_time=0.183,activation_size=8830976.0,parameter_size=704.0]"] node355 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.344,backward_compute_time=0.233,activation_size=8830976.0,parameter_size=30976.0]"] node354 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.379,backward_compute_time=0.430,activation_size=8830976.0,parameter_size=8800.0]"] node353 [label="ReLU() [forward_compute_time=0.284,backward_compute_time=0.057,activation_size=8830976.0,parameter_size=0.0]"] node352 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.104,activation_size=8830976.0,parameter_size=704.0]"] node351 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.443,backward_compute_time=0.315,activation_size=8830976.0,parameter_size=30976.0]"] node350 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(2, 2), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.359,backward_compute_time=1.044,activation_size=8830976.0,parameter_size=8800.0]"] node839 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.407,backward_compute_time=0.146,activation_size=4415488.0,parameter_size=6336.0]"] node681 [label="ReLU() [forward_compute_time=0.277,backward_compute_time=0.037,activation_size=4415488.0,parameter_size=0.0]"] node680 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.079,activation_size=4415488.0,parameter_size=1408.0]"] node858 [label="ReLU() [forward_compute_time=0.304,backward_compute_time=0.128,activation_size=26492928.0,parameter_size=0.0]"] node683 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.310,backward_compute_time=0.238,activation_size=4415488.0,parameter_size=123904.0]"] node588 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.285,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=3168.0]"] node589 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.329,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=30976.0]"] node586 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.320,backward_compute_time=0.095,activation_size=8830976.0,parameter_size=704.0]"] node587 [label="ReLU() [forward_compute_time=0.276,backward_compute_time=0.052,activation_size=8830976.0,parameter_size=0.0]"] node584 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.299,backward_compute_time=0.229,activation_size=8830976.0,parameter_size=3168.0]"] node585 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.362,backward_compute_time=0.227,activation_size=8830976.0,parameter_size=30976.0]"] node582 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.114,activation_size=8830976.0,parameter_size=704.0]"] node571 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.246,activation_size=8830976.0,parameter_size=704.0]"] node580 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.361,backward_compute_time=0.424,activation_size=8830976.0,parameter_size=8800.0]"] node581 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.327,backward_compute_time=0.228,activation_size=8830976.0,parameter_size=30976.0]"] node524 [label="ReLU() [forward_compute_time=0.270,backward_compute_time=0.054,activation_size=8830976.0,parameter_size=0.0]"] node570 [label="Conv2d(528, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.570,backward_compute_time=0.720,activation_size=8830976.0,parameter_size=185856.0]"] node48 [label="Conv2d(11, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.354,backward_compute_time=0.418,activation_size=17661952.0,parameter_size=484.0]"] node49 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.149,activation_size=17661952.0,parameter_size=88.0]"] node46 [label="ReLU() [forward_compute_time=0.283,backward_compute_time=0.182,activation_size=17661952.0,parameter_size=0.0]"] node47 [label="Conv2d(11, 11, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=11, bias=False) [forward_compute_time=0.330,backward_compute_time=0.879,activation_size=17661952.0,parameter_size=396.0]"] node44 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.369,backward_compute_time=0.527,activation_size=17661952.0,parameter_size=0.0]"] node45 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node42 [label="BatchNorm2d(11, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.429,backward_compute_time=0.217,activation_size=17661952.0,parameter_size=88.0]"] node43 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node40 [label="Conv2d(11, 11, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=11, bias=False) [forward_compute_time=1.684,backward_compute_time=1.007,activation_size=17661952.0,parameter_size=1100.0]"] node41 [label="Conv2d(11, 11, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.406,backward_compute_time=0.522,activation_size=17661952.0,parameter_size=484.0]"] node102 [label="Conv2d(22, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.324,backward_compute_time=0.212,activation_size=8830976.0,parameter_size=1936.0]"] node103 [label="BatchNorm2d(22, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.326,backward_compute_time=0.205,activation_size=8830976.0,parameter_size=176.0]"] node100 [label="ReLU() [forward_compute_time=0.279,backward_compute_time=0.055,activation_size=8830976.0,parameter_size=0.0]"] node101 [label="Conv2d(22, 22, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=22, bias=False) [forward_compute_time=0.359,backward_compute_time=0.401,activation_size=8830976.0,parameter_size=2200.0]"] node106 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node107 [label="ReLU() [forward_compute_time=0.276,backward_compute_time=0.055,activation_size=8830976.0,parameter_size=0.0]"] node104 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node105 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.291,backward_compute_time=0.279,activation_size=8830976.0,parameter_size=0.0]"] node458 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=52985856.0,parameter_size=0.0]"] node459 [label="ReLU() [forward_compute_time=0.361,backward_compute_time=0.160,activation_size=35323904.0,parameter_size=0.0]"] node108 [label="Conv2d(22, 22, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=22, bias=False) [forward_compute_time=0.328,backward_compute_time=0.305,activation_size=8830976.0,parameter_size=792.0]"] node109 [label="Conv2d(22, 22, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.319,backward_compute_time=0.205,activation_size=8830976.0,parameter_size=1936.0]"] node521 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.348,backward_compute_time=0.424,activation_size=8830976.0,parameter_size=8800.0]"] node519 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.316,backward_compute_time=0.103,activation_size=8830976.0,parameter_size=704.0]"] node518 [label="Conv2d(528, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.569,backward_compute_time=0.722,activation_size=8830976.0,parameter_size=185856.0]"] node690 [label="Conv2d(528, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.435,backward_compute_time=0.731,activation_size=2207744.0,parameter_size=185856.0]"] node691 [label="__getitem__ [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=52985856.0,parameter_size=0.0]"] node696 [label="ReLU() [forward_compute_time=0.289,backward_compute_time=0.087,activation_size=17661952.0,parameter_size=0.0]"] node522 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.314,backward_compute_time=0.233,activation_size=8830976.0,parameter_size=30976.0]"] node694 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node695 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.106,activation_size=4415488.0,parameter_size=1408.0]"] node511 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.327,backward_compute_time=0.110,activation_size=8830976.0,parameter_size=704.0]"] node510 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.334,backward_compute_time=0.231,activation_size=8830976.0,parameter_size=30976.0]"] node513 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=52985856.0,parameter_size=0.0]"] node512 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node515 [label="Conv2d(528, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.576,backward_compute_time=0.721,activation_size=8830976.0,parameter_size=185856.0]"] node514 [label="ReLU() [forward_compute_time=0.409,backward_compute_time=0.212,activation_size=52985856.0,parameter_size=0.0]"] node517 [label="ReLU() [forward_compute_time=0.367,backward_compute_time=0.211,activation_size=52985856.0,parameter_size=0.0]"] node516 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.321,backward_compute_time=0.262,activation_size=8830976.0,parameter_size=704.0]"] node833 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.318,backward_compute_time=0.085,activation_size=4415488.0,parameter_size=1408.0]"] node578 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.097,activation_size=8830976.0,parameter_size=704.0]"] node914 [label="Size(2) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4.0,parameter_size=0.0]"] node775 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.036,activation_size=4415488.0,parameter_size=0.0]"] node531 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.096,activation_size=8830976.0,parameter_size=704.0]"] node777 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.314,backward_compute_time=0.243,activation_size=4415488.0,parameter_size=123904.0]"] node776 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.302,backward_compute_time=0.290,activation_size=4415488.0,parameter_size=17600.0]"] node771 [label="ReLU() [forward_compute_time=0.340,backward_compute_time=0.040,activation_size=4415488.0,parameter_size=0.0]"] node770 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node773 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.315,backward_compute_time=0.243,activation_size=4415488.0,parameter_size=123904.0]"] node772 [label="Conv2d(176, 176, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=176, bias=False) [forward_compute_time=0.310,backward_compute_time=0.288,activation_size=4415488.0,parameter_size=17600.0]"] node779 [label="ReLU() [forward_compute_time=0.278,backward_compute_time=0.038,activation_size=4415488.0,parameter_size=0.0]"] node658 [label="Conv2d(176, 176, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.309,backward_compute_time=0.231,activation_size=4415488.0,parameter_size=123904.0]"] node605 [label="Conv2d(88, 88, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=88, bias=False) [forward_compute_time=0.293,backward_compute_time=0.230,activation_size=8830976.0,parameter_size=3168.0]"] node177 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=105971712.0,parameter_size=0.0]"] node176 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node175 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.341,backward_compute_time=0.174,activation_size=17661952.0,parameter_size=352.0]"] node174 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.331,backward_compute_time=0.299,activation_size=17661952.0,parameter_size=7744.0]"] node173 [label="Conv2d(44, 44, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=44, bias=False) [forward_compute_time=0.328,backward_compute_time=0.390,activation_size=17661952.0,parameter_size=1584.0]"] node172 [label="ReLU() [forward_compute_time=0.312,backward_compute_time=0.082,activation_size=17661952.0,parameter_size=0.0]"] node171 [label="BatchNorm2d(44, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.398,backward_compute_time=0.142,activation_size=17661952.0,parameter_size=352.0]"] node170 [label="Conv2d(44, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.348,backward_compute_time=0.298,activation_size=17661952.0,parameter_size=7744.0]"] node179 [label="Conv2d(88, 44, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.363,backward_compute_time=0.725,activation_size=17661952.0,parameter_size=15488.0]"] node178 [label="ReLU() [forward_compute_time=0.524,backward_compute_time=0.146,activation_size=35323904.0,parameter_size=0.0]"] node622 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node659 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.313,backward_compute_time=0.078,activation_size=4415488.0,parameter_size=1408.0]"] node604 [label="ReLU() [forward_compute_time=0.337,backward_compute_time=0.053,activation_size=8830976.0,parameter_size=0.0]"] node902 [label="Add [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4415488.0,parameter_size=0.0]"] node620 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.342,backward_compute_time=0.271,activation_size=8830976.0,parameter_size=30976.0]"] node903 [label="ReLU() [forward_compute_time=0.292,backward_compute_time=0.035,activation_size=4415488.0,parameter_size=0.0]"] node627 [label="BatchNorm2d(128, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.306,backward_compute_time=0.059,activation_size=1638400.0,parameter_size=1024.0]"] node900 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.282,backward_compute_time=0.151,activation_size=4415488.0,parameter_size=0.0]"] node626 [label="Conv2d(528, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.387,backward_compute_time=0.376,activation_size=1638400.0,parameter_size=270336.0]"] node901 [label="AvgPool2d(kernel_size=3, stride=1, padding=1) [forward_compute_time=0.273,backward_compute_time=0.156,activation_size=4415488.0,parameter_size=0.0]"] node906 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.370,backward_compute_time=0.079,activation_size=4415488.0,parameter_size=1408.0]"] node607 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.119,activation_size=8830976.0,parameter_size=704.0]"] node261 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.478,backward_compute_time=0.760,activation_size=17661952.0,parameter_size=4400.0]"] node907 [label="ReLU() [forward_compute_time=0.282,backward_compute_time=0.037,activation_size=4415488.0,parameter_size=0.0]"] node542 [label="Conv2d(88, 88, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=88, bias=False) [forward_compute_time=0.366,backward_compute_time=0.425,activation_size=8830976.0,parameter_size=8800.0]"] node189 [label="Conv2d(44, 44, kernel_size=(5, 5), stride=(1, 1), padding=(2, 2), groups=44, bias=False) [forward_compute_time=0.476,backward_compute_time=0.755,activation_size=17661952.0,parameter_size=4400.0]"] node835 [label="Conv2d(176, 176, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=176, bias=False) [forward_compute_time=0.290,backward_compute_time=0.144,activation_size=4415488.0,parameter_size=6336.0]"] node543 [label="Conv2d(88, 88, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.545,backward_compute_time=0.233,activation_size=8830976.0,parameter_size=30976.0]"] node673 [label="BatchNorm2d(176, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.353,backward_compute_time=0.091,activation_size=4415488.0,parameter_size=1408.0]"] node540 [label="BatchNorm2d(88, eps=0.001, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.095,activation_size=8830976.0,parameter_size=704.0]"] node541 -> node542 node809 -> node810 node546 -> node547 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 node836 -> node837 node838 -> node839 node656 -> node657 node657 -> node658 node654 -> node675 node654 -> node677 node655 -> node664 node559 -> node560 node558 -> node568 node229 -> node230 node228 -> node229 node227 -> node228 node226 -> node227 node225 -> node226 node224 -> node225 node223 -> node224 node311 -> node312 node221 -> node222 node220 -> node222 node9 -> node10 node8 -> node9 node310 -> node342 node613 -> node623 node1 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node379 node371 -> node372 node370 -> node371 node373 -> node374 node372 -> node373 node375 -> node387 node375 -> node398 node374 -> node375 node377 -> node378 node376 -> node385 node854 -> node855 node855 -> node856 node856 -> node857 node822 -> node823 node857 -> node861 node850 -> node851 node583 -> node584 node68 -> node69 node69 -> node70 node852 -> node853 node621 -> node622 node60 -> node63 node60 -> node61 node61 -> node62 node62 -> node66 node63 -> node64 node64 -> node65 node65 -> node66 node66 -> node67 node67 -> node96 node67 -> node76 node67 -> node86 node573 -> node574 node572 -> node573 node478 -> node479 node479 -> node480 node577 -> node578 node576 -> node577 node575 -> node576 node574 -> node575 node574 -> node622 node574 -> node609 node574 -> node614 node472 -> node481 node473 -> node474 node470 -> node471 node471 -> node472 node476 -> node477 node477 -> node478 node474 -> node475 node475 -> node476 node908 -> node909 node909 -> node910 node678 -> node679 node679 -> node680 node435 -> node436 node674 -> node687 node675 -> node676 node676 -> node687 node677 -> node678 node670 -> node671 node671 -> node672 node672 -> node673 node447 -> node448 node494 -> node495 node495 -> node496 node496 -> node497 node497 -> node498 node490 -> node491 node491 -> node492 node492 -> node493 node493 -> node494 node498 -> node513 node499 -> node500 node525 -> node526 node889 -> node890 node888 -> node897 node823 -> node824 node883 -> node884 node882 -> node883 node881 -> node882 node880 -> node912 node887 -> node888 node886 -> node887 node885 -> node886 node884 -> node885 node810 -> node811 node849 -> node850 node915 -> node917 node799 -> node800 node798 -> node799 node797 -> node798 node796 -> node797 node795 -> node796 node794 -> node795 node793 -> node794 node792 -> node802 node791 -> node792 node790 -> node792 node151 -> node152 node150 -> node151 node153 -> node162 node152 -> node153 node155 -> node156 node154 -> node155 node157 -> node158 node156 -> node157 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