digraph { node313 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.522,backward_compute_time=0.313,activation_size=51380224.0,parameter_size=8192.0]"] node312 [label="Conv2d(1024, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=2.650,backward_compute_time=5.813,activation_size=51380224.0,parameter_size=4194304.0]"] node258 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.318,backward_compute_time=2.408,activation_size=51380224.0,parameter_size=2097152.0]"] node259 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.493,backward_compute_time=0.287,activation_size=51380224.0,parameter_size=8192.0]"] node317 [label="ReLU(inplace) [forward_compute_time=1.117,backward_compute_time=0.077,activation_size=12845056.0,parameter_size=0.0]"] node316 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.232,backward_compute_time=0.112,activation_size=12845056.0,parameter_size=8192.0]"] node315 [label="Conv2d(1024, 1024, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.816,backward_compute_time=1.684,activation_size=12845056.0,parameter_size=1179648.0]"] node314 [label="ReLU(inplace) [forward_compute_time=1.241,backward_compute_time=0.206,activation_size=51380224.0,parameter_size=0.0]"] node252 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.432,backward_compute_time=2.275,activation_size=25690112.0,parameter_size=2097152.0]"] node253 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.477,backward_compute_time=0.176,activation_size=25690112.0,parameter_size=4096.0]"] node250 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node318 [label="Conv2d(1024, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.679,backward_compute_time=2.476,activation_size=25690112.0,parameter_size=8388608.0]"] node256 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.438,backward_compute_time=0.174,activation_size=25690112.0,parameter_size=4096.0]"] node257 [label="ReLU(inplace) [forward_compute_time=0.299,backward_compute_time=0.119,activation_size=25690112.0,parameter_size=0.0]"] node254 [label="ReLU(inplace) [forward_compute_time=0.284,backward_compute_time=0.120,activation_size=25690112.0,parameter_size=0.0]"] node255 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.705,backward_compute_time=1.415,activation_size=25690112.0,parameter_size=294912.0]"] node268 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.378,backward_compute_time=2.409,activation_size=51380224.0,parameter_size=2097152.0]"] node229 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.519,backward_compute_time=0.292,activation_size=51380224.0,parameter_size=8192.0]"] node228 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.325,backward_compute_time=2.423,activation_size=51380224.0,parameter_size=2097152.0]"] node227 [label="ReLU(inplace) [forward_compute_time=0.386,backward_compute_time=0.148,activation_size=25690112.0,parameter_size=0.0]"] node226 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.420,backward_compute_time=0.175,activation_size=25690112.0,parameter_size=4096.0]"] node225 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.804,backward_compute_time=1.387,activation_size=25690112.0,parameter_size=294912.0]"] node224 [label="ReLU(inplace) [forward_compute_time=0.291,backward_compute_time=0.116,activation_size=25690112.0,parameter_size=0.0]"] node223 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.378,backward_compute_time=0.175,activation_size=25690112.0,parameter_size=4096.0]"] node311 [label="ReLU(inplace) [forward_compute_time=0.502,backward_compute_time=0.377,activation_size=51380224.0,parameter_size=0.0]"] node221 [label="ReLU(inplace) [forward_compute_time=0.487,backward_compute_time=0.391,activation_size=51380224.0,parameter_size=0.0]"] node220 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node9 [label="Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=1.559,backward_compute_time=5.571,activation_size=102760448.0,parameter_size=18432.0]"] node8 [label="ReLU(inplace) [forward_compute_time=0.493,backward_compute_time=0.419,activation_size=102760448.0,parameter_size=0.0]"] node310 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node1 [label="Input [forward_compute_time=10.487,backward_compute_time=0.000,activation_size=38535168.0,parameter_size=0.0]"] node3 [label="BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.110,backward_compute_time=1.183,activation_size=205520896.0,parameter_size=512.0]"] node2 [label="Conv2d(3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False) [forward_compute_time=6.144,backward_compute_time=2.324,activation_size=205520896.0,parameter_size=37632.0]"] node5 [label="MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) [forward_compute_time=0.728,backward_compute_time=1.253,activation_size=51380224.0,parameter_size=0.0]"] node4 [label="ReLU() [forward_compute_time=0.838,backward_compute_time=0.696,activation_size=205520896.0,parameter_size=0.0]"] node7 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.702,backward_compute_time=0.676,activation_size=102760448.0,parameter_size=1024.0]"] node6 [label="Conv2d(64, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.703,backward_compute_time=1.356,activation_size=102760448.0,parameter_size=32768.0]"] node319 [label="BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.400,backward_compute_time=0.166,activation_size=25690112.0,parameter_size=16384.0]"] node99 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.501,backward_compute_time=0.286,activation_size=51380224.0,parameter_size=8192.0]"] node98 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.364,backward_compute_time=2.409,activation_size=51380224.0,parameter_size=2097152.0]"] node251 [label="ReLU(inplace) [forward_compute_time=0.490,backward_compute_time=0.394,activation_size=51380224.0,parameter_size=0.0]"] node91 [label="ReLU(inplace) [forward_compute_time=0.527,backward_compute_time=0.371,activation_size=51380224.0,parameter_size=0.0]"] node90 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node93 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.390,backward_compute_time=0.172,activation_size=25690112.0,parameter_size=4096.0]"] node92 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.626,backward_compute_time=2.259,activation_size=25690112.0,parameter_size=2097152.0]"] node95 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.941,backward_compute_time=1.382,activation_size=25690112.0,parameter_size=294912.0]"] node94 [label="ReLU(inplace) [forward_compute_time=0.307,backward_compute_time=0.118,activation_size=25690112.0,parameter_size=0.0]"] node97 [label="ReLU(inplace) [forward_compute_time=0.302,backward_compute_time=0.141,activation_size=25690112.0,parameter_size=0.0]"] node96 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.412,backward_compute_time=0.182,activation_size=25690112.0,parameter_size=4096.0]"] node139 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.498,backward_compute_time=0.286,activation_size=51380224.0,parameter_size=8192.0]"] node138 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.321,backward_compute_time=2.406,activation_size=51380224.0,parameter_size=2097152.0]"] node133 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.389,backward_compute_time=0.180,activation_size=25690112.0,parameter_size=4096.0]"] node132 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.389,backward_compute_time=2.269,activation_size=25690112.0,parameter_size=2097152.0]"] node131 [label="ReLU(inplace) [forward_compute_time=0.489,backward_compute_time=0.376,activation_size=51380224.0,parameter_size=0.0]"] node130 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node137 [label="ReLU(inplace) [forward_compute_time=0.307,backward_compute_time=0.118,activation_size=25690112.0,parameter_size=0.0]"] node136 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.395,backward_compute_time=0.178,activation_size=25690112.0,parameter_size=4096.0]"] node135 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.766,backward_compute_time=1.453,activation_size=25690112.0,parameter_size=294912.0]"] node134 [label="ReLU(inplace) [forward_compute_time=0.334,backward_compute_time=0.118,activation_size=25690112.0,parameter_size=0.0]"] node263 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.376,backward_compute_time=0.175,activation_size=25690112.0,parameter_size=4096.0]"] node262 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.398,backward_compute_time=2.279,activation_size=25690112.0,parameter_size=2097152.0]"] node188 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.342,backward_compute_time=2.445,activation_size=51380224.0,parameter_size=2097152.0]"] node260 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node267 [label="ReLU(inplace) [forward_compute_time=0.392,backward_compute_time=0.117,activation_size=25690112.0,parameter_size=0.0]"] node266 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.447,backward_compute_time=0.176,activation_size=25690112.0,parameter_size=4096.0]"] node265 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.718,backward_compute_time=1.382,activation_size=25690112.0,parameter_size=294912.0]"] node264 [label="ReLU(inplace) [forward_compute_time=0.286,backward_compute_time=0.114,activation_size=25690112.0,parameter_size=0.0]"] node182 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.390,backward_compute_time=2.295,activation_size=25690112.0,parameter_size=2097152.0]"] node183 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.391,backward_compute_time=0.172,activation_size=25690112.0,parameter_size=4096.0]"] node180 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node181 [label="ReLU(inplace) [forward_compute_time=0.488,backward_compute_time=0.376,activation_size=51380224.0,parameter_size=0.0]"] node186 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.421,backward_compute_time=0.174,activation_size=25690112.0,parameter_size=4096.0]"] node187 [label="ReLU(inplace) [forward_compute_time=0.327,backward_compute_time=0.114,activation_size=25690112.0,parameter_size=0.0]"] node184 [label="ReLU(inplace) [forward_compute_time=0.291,backward_compute_time=0.116,activation_size=25690112.0,parameter_size=0.0]"] node185 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.820,backward_compute_time=1.409,activation_size=25690112.0,parameter_size=294912.0]"] node344 [label="AvgPool2d(kernel_size=7, stride=1, padding=0) [forward_compute_time=0.417,backward_compute_time=0.215,activation_size=524288.0,parameter_size=0.0]"] node345 [label="Size(0) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4.0,parameter_size=0.0]"] node346 [label="View(-1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=524288.0,parameter_size=0.0]"] node347 [label="Linear(in_features=2048, out_features=1000, bias=True) [forward_compute_time=0.375,backward_compute_time=0.131,activation_size=256000.0,parameter_size=8196000.0]"] node340 [label="Conv2d(1024, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.522,backward_compute_time=2.766,activation_size=25690112.0,parameter_size=8388608.0]"] node341 [label="BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.384,backward_compute_time=0.170,activation_size=25690112.0,parameter_size=16384.0]"] node342 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25690112.0,parameter_size=0.0]"] node343 [label="ReLU(inplace) [forward_compute_time=0.335,backward_compute_time=0.123,activation_size=25690112.0,parameter_size=0.0]"] node59 [label="ReLU(inplace) [forward_compute_time=0.798,backward_compute_time=0.742,activation_size=102760448.0,parameter_size=0.0]"] node58 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=102760448.0,parameter_size=0.0]"] node55 [label="ReLU(inplace) [forward_compute_time=0.361,backward_compute_time=0.205,activation_size=51380224.0,parameter_size=0.0]"] node54 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.477,backward_compute_time=0.302,activation_size=51380224.0,parameter_size=2048.0]"] node57 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.657,backward_compute_time=0.537,activation_size=102760448.0,parameter_size=4096.0]"] node56 [label="Conv2d(256, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.286,backward_compute_time=2.300,activation_size=102760448.0,parameter_size=524288.0]"] node51 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.444,backward_compute_time=0.323,activation_size=51380224.0,parameter_size=2048.0]"] node50 [label="Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.513,backward_compute_time=2.310,activation_size=51380224.0,parameter_size=524288.0]"] node53 [label="Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=1.376,backward_compute_time=2.950,activation_size=51380224.0,parameter_size=73728.0]"] node52 [label="ReLU(inplace) [forward_compute_time=0.350,backward_compute_time=0.209,activation_size=51380224.0,parameter_size=0.0]"] node281 [label="ReLU(inplace) [forward_compute_time=0.483,backward_compute_time=0.383,activation_size=51380224.0,parameter_size=0.0]"] node280 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node289 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.492,backward_compute_time=0.287,activation_size=51380224.0,parameter_size=8192.0]"] node288 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.315,backward_compute_time=2.448,activation_size=51380224.0,parameter_size=2097152.0]"] node164 [label="ReLU(inplace) [forward_compute_time=0.278,backward_compute_time=0.115,activation_size=25690112.0,parameter_size=0.0]"] node165 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.713,backward_compute_time=1.433,activation_size=25690112.0,parameter_size=294912.0]"] node166 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.398,backward_compute_time=0.182,activation_size=25690112.0,parameter_size=4096.0]"] node167 [label="ReLU(inplace) [forward_compute_time=0.296,backward_compute_time=0.121,activation_size=25690112.0,parameter_size=0.0]"] node160 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node161 [label="ReLU(inplace) [forward_compute_time=0.483,backward_compute_time=0.382,activation_size=51380224.0,parameter_size=0.0]"] node162 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.426,backward_compute_time=2.266,activation_size=25690112.0,parameter_size=2097152.0]"] node163 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.378,backward_compute_time=0.185,activation_size=25690112.0,parameter_size=4096.0]"] node168 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.313,backward_compute_time=2.425,activation_size=51380224.0,parameter_size=2097152.0]"] node169 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.488,backward_compute_time=0.291,activation_size=51380224.0,parameter_size=8192.0]"] node300 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node301 [label="ReLU(inplace) [forward_compute_time=0.481,backward_compute_time=0.382,activation_size=51380224.0,parameter_size=0.0]"] node302 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.379,backward_compute_time=2.585,activation_size=25690112.0,parameter_size=2097152.0]"] node303 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.398,backward_compute_time=0.174,activation_size=25690112.0,parameter_size=4096.0]"] node304 [label="ReLU(inplace) [forward_compute_time=0.285,backward_compute_time=0.115,activation_size=25690112.0,parameter_size=0.0]"] node305 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=1.488,backward_compute_time=1.610,activation_size=25690112.0,parameter_size=294912.0]"] node306 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.398,backward_compute_time=0.178,activation_size=25690112.0,parameter_size=4096.0]"] node307 [label="ReLU(inplace) [forward_compute_time=0.301,backward_compute_time=0.115,activation_size=25690112.0,parameter_size=0.0]"] node308 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=2.228,backward_compute_time=3.569,activation_size=51380224.0,parameter_size=2097152.0]"] node309 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.547,backward_compute_time=0.339,activation_size=51380224.0,parameter_size=8192.0]"] node212 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.387,backward_compute_time=2.260,activation_size=25690112.0,parameter_size=2097152.0]"] node198 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.319,backward_compute_time=2.407,activation_size=51380224.0,parameter_size=2097152.0]"] node11 [label="ReLU(inplace) [forward_compute_time=0.477,backward_compute_time=0.422,activation_size=102760448.0,parameter_size=0.0]"] node10 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.656,backward_compute_time=0.595,activation_size=102760448.0,parameter_size=1024.0]"] node13 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.008,backward_compute_time=1.159,activation_size=205520896.0,parameter_size=2048.0]"] node12 [label="Conv2d(128, 256, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.558,backward_compute_time=2.524,activation_size=205520896.0,parameter_size=131072.0]"] node15 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.013,backward_compute_time=1.145,activation_size=205520896.0,parameter_size=2048.0]"] node14 [label="Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.019,backward_compute_time=1.994,activation_size=205520896.0,parameter_size=65536.0]"] node17 [label="ReLU(inplace) [forward_compute_time=1.425,backward_compute_time=1.456,activation_size=205520896.0,parameter_size=0.0]"] node16 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=205520896.0,parameter_size=0.0]"] node19 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.732,backward_compute_time=0.629,activation_size=102760448.0,parameter_size=1024.0]"] node18 [label="Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.567,backward_compute_time=2.548,activation_size=102760448.0,parameter_size=131072.0]"] node222 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.385,backward_compute_time=2.272,activation_size=25690112.0,parameter_size=2097152.0]"] node238 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.317,backward_compute_time=2.413,activation_size=51380224.0,parameter_size=2097152.0]"] node239 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.538,backward_compute_time=0.349,activation_size=51380224.0,parameter_size=8192.0]"] node234 [label="ReLU(inplace) [forward_compute_time=0.366,backward_compute_time=0.119,activation_size=25690112.0,parameter_size=0.0]"] node235 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.826,backward_compute_time=1.455,activation_size=25690112.0,parameter_size=294912.0]"] node236 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.399,backward_compute_time=0.181,activation_size=25690112.0,parameter_size=4096.0]"] node237 [label="ReLU(inplace) [forward_compute_time=0.298,backward_compute_time=0.122,activation_size=25690112.0,parameter_size=0.0]"] node230 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node231 [label="ReLU(inplace) [forward_compute_time=0.505,backward_compute_time=0.378,activation_size=51380224.0,parameter_size=0.0]"] node232 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.398,backward_compute_time=2.277,activation_size=25690112.0,parameter_size=2097152.0]"] node233 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.411,backward_compute_time=0.177,activation_size=25690112.0,parameter_size=4096.0]"] node193 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.414,backward_compute_time=0.173,activation_size=25690112.0,parameter_size=4096.0]"] node192 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.397,backward_compute_time=2.259,activation_size=25690112.0,parameter_size=2097152.0]"] node128 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.366,backward_compute_time=2.444,activation_size=51380224.0,parameter_size=2097152.0]"] node129 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.497,backward_compute_time=0.293,activation_size=51380224.0,parameter_size=8192.0]"] node283 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.377,backward_compute_time=0.174,activation_size=25690112.0,parameter_size=4096.0]"] node282 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.377,backward_compute_time=2.260,activation_size=25690112.0,parameter_size=2097152.0]"] node285 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.763,backward_compute_time=1.409,activation_size=25690112.0,parameter_size=294912.0]"] node284 [label="ReLU(inplace) [forward_compute_time=0.376,backward_compute_time=0.118,activation_size=25690112.0,parameter_size=0.0]"] node287 [label="ReLU(inplace) [forward_compute_time=0.300,backward_compute_time=0.116,activation_size=25690112.0,parameter_size=0.0]"] node286 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.390,backward_compute_time=0.170,activation_size=25690112.0,parameter_size=4096.0]"] node120 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node121 [label="ReLU(inplace) [forward_compute_time=0.492,backward_compute_time=0.376,activation_size=51380224.0,parameter_size=0.0]"] node122 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.395,backward_compute_time=2.268,activation_size=25690112.0,parameter_size=2097152.0]"] node123 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.435,backward_compute_time=0.175,activation_size=25690112.0,parameter_size=4096.0]"] node124 [label="ReLU(inplace) [forward_compute_time=0.293,backward_compute_time=0.116,activation_size=25690112.0,parameter_size=0.0]"] node125 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.839,backward_compute_time=1.469,activation_size=25690112.0,parameter_size=294912.0]"] node126 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.397,backward_compute_time=0.174,activation_size=25690112.0,parameter_size=4096.0]"] node127 [label="ReLU(inplace) [forward_compute_time=0.300,backward_compute_time=0.117,activation_size=25690112.0,parameter_size=0.0]"] node270 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node271 [label="ReLU(inplace) [forward_compute_time=0.487,backward_compute_time=0.387,activation_size=51380224.0,parameter_size=0.0]"] node272 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.392,backward_compute_time=2.260,activation_size=25690112.0,parameter_size=2097152.0]"] node273 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.387,backward_compute_time=0.175,activation_size=25690112.0,parameter_size=4096.0]"] node274 [label="ReLU(inplace) [forward_compute_time=0.330,backward_compute_time=0.114,activation_size=25690112.0,parameter_size=0.0]"] node275 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.873,backward_compute_time=1.427,activation_size=25690112.0,parameter_size=294912.0]"] node276 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.407,backward_compute_time=0.173,activation_size=25690112.0,parameter_size=4096.0]"] node277 [label="ReLU(inplace) [forward_compute_time=0.295,backward_compute_time=0.163,activation_size=25690112.0,parameter_size=0.0]"] node278 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.310,backward_compute_time=2.405,activation_size=51380224.0,parameter_size=2097152.0]"] node279 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.509,backward_compute_time=0.286,activation_size=51380224.0,parameter_size=8192.0]"] node68 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=102760448.0,parameter_size=0.0]"] node69 [label="ReLU(inplace) [forward_compute_time=0.798,backward_compute_time=0.742,activation_size=102760448.0,parameter_size=0.0]"] node60 [label="Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.300,backward_compute_time=2.361,activation_size=51380224.0,parameter_size=524288.0]"] node61 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.465,backward_compute_time=0.314,activation_size=51380224.0,parameter_size=2048.0]"] node62 [label="ReLU(inplace) [forward_compute_time=0.370,backward_compute_time=0.210,activation_size=51380224.0,parameter_size=0.0]"] node63 [label="Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=1.270,backward_compute_time=3.041,activation_size=51380224.0,parameter_size=73728.0]"] node64 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.541,backward_compute_time=0.310,activation_size=51380224.0,parameter_size=2048.0]"] node65 [label="ReLU(inplace) [forward_compute_time=0.388,backward_compute_time=0.208,activation_size=51380224.0,parameter_size=0.0]"] node66 [label="Conv2d(256, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.310,backward_compute_time=2.365,activation_size=102760448.0,parameter_size=524288.0]"] node67 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.677,backward_compute_time=0.540,activation_size=102760448.0,parameter_size=4096.0]"] node151 [label="ReLU(inplace) [forward_compute_time=0.498,backward_compute_time=0.374,activation_size=51380224.0,parameter_size=0.0]"] node150 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node153 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.402,backward_compute_time=0.178,activation_size=25690112.0,parameter_size=4096.0]"] node152 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.445,backward_compute_time=2.271,activation_size=25690112.0,parameter_size=2097152.0]"] node155 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.783,backward_compute_time=1.383,activation_size=25690112.0,parameter_size=294912.0]"] node154 [label="ReLU(inplace) [forward_compute_time=0.302,backward_compute_time=0.114,activation_size=25690112.0,parameter_size=0.0]"] node157 [label="ReLU(inplace) [forward_compute_time=0.343,backward_compute_time=0.116,activation_size=25690112.0,parameter_size=0.0]"] node156 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.398,backward_compute_time=0.173,activation_size=25690112.0,parameter_size=4096.0]"] node159 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.501,backward_compute_time=0.296,activation_size=51380224.0,parameter_size=8192.0]"] node158 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.319,backward_compute_time=2.458,activation_size=51380224.0,parameter_size=2097152.0]"] node339 [label="ReLU(inplace) [forward_compute_time=0.277,backward_compute_time=0.070,activation_size=12845056.0,parameter_size=0.0]"] node338 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.106,activation_size=12845056.0,parameter_size=8192.0]"] node335 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.335,backward_compute_time=0.106,activation_size=12845056.0,parameter_size=8192.0]"] node334 [label="Conv2d(2048, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.522,backward_compute_time=2.864,activation_size=12845056.0,parameter_size=8388608.0]"] node337 [label="Conv2d(1024, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.738,backward_compute_time=1.156,activation_size=12845056.0,parameter_size=1179648.0]"] node336 [label="ReLU(inplace) [forward_compute_time=0.281,backward_compute_time=0.068,activation_size=12845056.0,parameter_size=0.0]"] node331 [label="BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.392,backward_compute_time=0.161,activation_size=25690112.0,parameter_size=16384.0]"] node330 [label="Conv2d(1024, 2048, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.482,backward_compute_time=2.476,activation_size=25690112.0,parameter_size=8388608.0]"] node333 [label="ReLU(inplace) [forward_compute_time=0.330,backward_compute_time=0.182,activation_size=25690112.0,parameter_size=0.0]"] node332 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25690112.0,parameter_size=0.0]"] node28 [label="Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.314,backward_compute_time=2.963,activation_size=102760448.0,parameter_size=131072.0]"] node29 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.665,backward_compute_time=0.605,activation_size=102760448.0,parameter_size=1024.0]"] node24 [label="Conv2d(128, 256, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.316,backward_compute_time=2.537,activation_size=205520896.0,parameter_size=131072.0]"] node25 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.065,backward_compute_time=1.122,activation_size=205520896.0,parameter_size=2048.0]"] node26 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=205520896.0,parameter_size=0.0]"] node27 [label="ReLU(inplace) [forward_compute_time=1.468,backward_compute_time=1.479,activation_size=205520896.0,parameter_size=0.0]"] node20 [label="ReLU(inplace) [forward_compute_time=0.498,backward_compute_time=0.390,activation_size=102760448.0,parameter_size=0.0]"] node21 [label="Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=1.429,backward_compute_time=5.575,activation_size=102760448.0,parameter_size=18432.0]"] node22 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.691,backward_compute_time=0.606,activation_size=102760448.0,parameter_size=1024.0]"] node23 [label="ReLU(inplace) [forward_compute_time=0.499,backward_compute_time=0.376,activation_size=102760448.0,parameter_size=0.0]"] node209 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.584,backward_compute_time=0.287,activation_size=51380224.0,parameter_size=8192.0]"] node208 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.338,backward_compute_time=2.405,activation_size=51380224.0,parameter_size=2097152.0]"] node201 [label="ReLU(inplace) [forward_compute_time=0.484,backward_compute_time=0.380,activation_size=51380224.0,parameter_size=0.0]"] node200 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node203 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.596,backward_compute_time=0.172,activation_size=25690112.0,parameter_size=4096.0]"] node202 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.422,backward_compute_time=2.266,activation_size=25690112.0,parameter_size=2097152.0]"] node205 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.805,backward_compute_time=1.393,activation_size=25690112.0,parameter_size=294912.0]"] node204 [label="ReLU(inplace) [forward_compute_time=0.337,backward_compute_time=0.116,activation_size=25690112.0,parameter_size=0.0]"] node207 [label="ReLU(inplace) [forward_compute_time=0.294,backward_compute_time=0.162,activation_size=25690112.0,parameter_size=0.0]"] node206 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.441,backward_compute_time=0.224,activation_size=25690112.0,parameter_size=4096.0]"] node115 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.945,backward_compute_time=1.421,activation_size=25690112.0,parameter_size=294912.0]"] node114 [label="ReLU(inplace) [forward_compute_time=0.300,backward_compute_time=0.116,activation_size=25690112.0,parameter_size=0.0]"] node117 [label="ReLU(inplace) [forward_compute_time=0.354,backward_compute_time=0.117,activation_size=25690112.0,parameter_size=0.0]"] node116 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.443,backward_compute_time=0.174,activation_size=25690112.0,parameter_size=4096.0]"] node111 [label="ReLU(inplace) [forward_compute_time=0.493,backward_compute_time=0.374,activation_size=51380224.0,parameter_size=0.0]"] node110 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node113 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.404,backward_compute_time=0.175,activation_size=25690112.0,parameter_size=4096.0]"] node112 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.408,backward_compute_time=2.260,activation_size=25690112.0,parameter_size=2097152.0]"] node119 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.508,backward_compute_time=0.293,activation_size=51380224.0,parameter_size=8192.0]"] node118 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.373,backward_compute_time=2.428,activation_size=51380224.0,parameter_size=2097152.0]"] node298 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.310,backward_compute_time=2.413,activation_size=51380224.0,parameter_size=2097152.0]"] node299 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.486,backward_compute_time=0.294,activation_size=51380224.0,parameter_size=8192.0]"] node296 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.549,backward_compute_time=0.190,activation_size=25690112.0,parameter_size=4096.0]"] node297 [label="ReLU(inplace) [forward_compute_time=0.299,backward_compute_time=0.120,activation_size=25690112.0,parameter_size=0.0]"] node294 [label="ReLU(inplace) [forward_compute_time=0.295,backward_compute_time=0.118,activation_size=25690112.0,parameter_size=0.0]"] node295 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.768,backward_compute_time=1.532,activation_size=25690112.0,parameter_size=294912.0]"] node292 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.386,backward_compute_time=2.260,activation_size=25690112.0,parameter_size=2097152.0]"] node293 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.393,backward_compute_time=0.179,activation_size=25690112.0,parameter_size=4096.0]"] node290 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node291 [label="ReLU(inplace) [forward_compute_time=0.486,backward_compute_time=0.379,activation_size=51380224.0,parameter_size=0.0]"] node249 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.488,backward_compute_time=0.295,activation_size=51380224.0,parameter_size=8192.0]"] node248 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.358,backward_compute_time=2.407,activation_size=51380224.0,parameter_size=2097152.0]"] node245 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.784,backward_compute_time=1.410,activation_size=25690112.0,parameter_size=294912.0]"] node244 [label="ReLU(inplace) [forward_compute_time=0.287,backward_compute_time=0.115,activation_size=25690112.0,parameter_size=0.0]"] node247 [label="ReLU(inplace) [forward_compute_time=0.298,backward_compute_time=0.117,activation_size=25690112.0,parameter_size=0.0]"] node246 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.389,backward_compute_time=0.174,activation_size=25690112.0,parameter_size=4096.0]"] node241 [label="ReLU(inplace) [forward_compute_time=0.483,backward_compute_time=0.376,activation_size=51380224.0,parameter_size=0.0]"] node240 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node243 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.379,backward_compute_time=0.175,activation_size=25690112.0,parameter_size=4096.0]"] node242 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.395,backward_compute_time=2.267,activation_size=25690112.0,parameter_size=2097152.0]"] node77 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.665,backward_compute_time=0.538,activation_size=102760448.0,parameter_size=4096.0]"] node76 [label="Conv2d(256, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.288,backward_compute_time=3.207,activation_size=102760448.0,parameter_size=524288.0]"] node75 [label="ReLU(inplace) [forward_compute_time=0.368,backward_compute_time=0.206,activation_size=51380224.0,parameter_size=0.0]"] node74 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.533,backward_compute_time=0.303,activation_size=51380224.0,parameter_size=2048.0]"] node73 [label="Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=1.273,backward_compute_time=3.097,activation_size=51380224.0,parameter_size=73728.0]"] node72 [label="ReLU(inplace) [forward_compute_time=0.358,backward_compute_time=0.208,activation_size=51380224.0,parameter_size=0.0]"] node71 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.465,backward_compute_time=0.303,activation_size=51380224.0,parameter_size=2048.0]"] node70 [label="Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.312,backward_compute_time=2.613,activation_size=51380224.0,parameter_size=524288.0]"] node79 [label="ReLU(inplace) [forward_compute_time=0.798,backward_compute_time=0.750,activation_size=102760448.0,parameter_size=0.0]"] node78 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=102760448.0,parameter_size=0.0]"] node88 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(2, 2), bias=False) [forward_compute_time=1.394,backward_compute_time=3.530,activation_size=51380224.0,parameter_size=2097152.0]"] node89 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.493,backward_compute_time=0.287,activation_size=51380224.0,parameter_size=8192.0]"] node82 [label="ReLU(inplace) [forward_compute_time=0.510,backward_compute_time=0.413,activation_size=102760448.0,parameter_size=0.0]"] node83 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.847,backward_compute_time=2.471,activation_size=25690112.0,parameter_size=294912.0]"] node80 [label="Conv2d(512, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=2.616,backward_compute_time=6.390,activation_size=102760448.0,parameter_size=1048576.0]"] node81 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.668,backward_compute_time=0.582,activation_size=102760448.0,parameter_size=4096.0]"] node86 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.567,backward_compute_time=2.417,activation_size=51380224.0,parameter_size=2097152.0]"] node87 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.546,backward_compute_time=0.293,activation_size=51380224.0,parameter_size=8192.0]"] node84 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.408,backward_compute_time=0.172,activation_size=25690112.0,parameter_size=4096.0]"] node85 [label="ReLU(inplace) [forward_compute_time=0.303,backward_compute_time=0.119,activation_size=25690112.0,parameter_size=0.0]"] node148 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.330,backward_compute_time=2.417,activation_size=51380224.0,parameter_size=2097152.0]"] node149 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.527,backward_compute_time=0.288,activation_size=51380224.0,parameter_size=8192.0]"] node146 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.410,backward_compute_time=0.182,activation_size=25690112.0,parameter_size=4096.0]"] node147 [label="ReLU(inplace) [forward_compute_time=0.325,backward_compute_time=0.119,activation_size=25690112.0,parameter_size=0.0]"] node144 [label="ReLU(inplace) [forward_compute_time=0.375,backward_compute_time=0.117,activation_size=25690112.0,parameter_size=0.0]"] node145 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.843,backward_compute_time=1.413,activation_size=25690112.0,parameter_size=294912.0]"] node142 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.422,backward_compute_time=2.285,activation_size=25690112.0,parameter_size=2097152.0]"] node143 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.406,backward_compute_time=0.175,activation_size=25690112.0,parameter_size=4096.0]"] node140 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node141 [label="ReLU(inplace) [forward_compute_time=0.492,backward_compute_time=0.384,activation_size=51380224.0,parameter_size=0.0]"] node269 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.510,backward_compute_time=0.295,activation_size=51380224.0,parameter_size=8192.0]"] node328 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.355,backward_compute_time=0.106,activation_size=12845056.0,parameter_size=8192.0]"] node329 [label="ReLU(inplace) [forward_compute_time=0.277,backward_compute_time=0.071,activation_size=12845056.0,parameter_size=0.0]"] node322 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25690112.0,parameter_size=0.0]"] node323 [label="ReLU(inplace) [forward_compute_time=0.333,backward_compute_time=0.183,activation_size=25690112.0,parameter_size=0.0]"] node320 [label="Conv2d(1024, 2048, kernel_size=(1, 1), stride=(2, 2), bias=False) [forward_compute_time=1.736,backward_compute_time=3.287,activation_size=25690112.0,parameter_size=8388608.0]"] node321 [label="BatchNorm2d(2048, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.427,backward_compute_time=0.163,activation_size=25690112.0,parameter_size=16384.0]"] node326 [label="ReLU(inplace) [forward_compute_time=0.284,backward_compute_time=0.070,activation_size=12845056.0,parameter_size=0.0]"] node327 [label="Conv2d(1024, 1024, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.862,backward_compute_time=1.078,activation_size=12845056.0,parameter_size=1179648.0]"] node324 [label="Conv2d(2048, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.868,backward_compute_time=2.519,activation_size=12845056.0,parameter_size=8388608.0]"] node325 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.338,backward_compute_time=0.106,activation_size=12845056.0,parameter_size=8192.0]"] node39 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.071,backward_compute_time=1.142,activation_size=205520896.0,parameter_size=2048.0]"] node38 [label="Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=2.679,backward_compute_time=6.293,activation_size=205520896.0,parameter_size=262144.0]"] node33 [label="ReLU(inplace) [forward_compute_time=0.485,backward_compute_time=0.382,activation_size=102760448.0,parameter_size=0.0]"] node32 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.657,backward_compute_time=0.588,activation_size=102760448.0,parameter_size=1024.0]"] node31 [label="Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=1.415,backward_compute_time=5.918,activation_size=102760448.0,parameter_size=18432.0]"] node30 [label="ReLU(inplace) [forward_compute_time=0.487,backward_compute_time=0.380,activation_size=102760448.0,parameter_size=0.0]"] node37 [label="ReLU(inplace) [forward_compute_time=1.482,backward_compute_time=1.482,activation_size=205520896.0,parameter_size=0.0]"] node36 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=205520896.0,parameter_size=0.0]"] node35 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.087,backward_compute_time=1.120,activation_size=205520896.0,parameter_size=2048.0]"] node34 [label="Conv2d(128, 256, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.303,backward_compute_time=3.952,activation_size=205520896.0,parameter_size=131072.0]"] node216 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.390,backward_compute_time=0.172,activation_size=25690112.0,parameter_size=4096.0]"] node217 [label="ReLU(inplace) [forward_compute_time=0.296,backward_compute_time=0.113,activation_size=25690112.0,parameter_size=0.0]"] node214 [label="ReLU(inplace) [forward_compute_time=0.292,backward_compute_time=0.115,activation_size=25690112.0,parameter_size=0.0]"] node215 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.807,backward_compute_time=1.373,activation_size=25690112.0,parameter_size=294912.0]"] node199 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.506,backward_compute_time=0.289,activation_size=51380224.0,parameter_size=8192.0]"] node213 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.382,backward_compute_time=0.173,activation_size=25690112.0,parameter_size=4096.0]"] node210 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node211 [label="ReLU(inplace) [forward_compute_time=0.531,backward_compute_time=0.379,activation_size=51380224.0,parameter_size=0.0]"] node195 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.852,backward_compute_time=1.422,activation_size=25690112.0,parameter_size=294912.0]"] node194 [label="ReLU(inplace) [forward_compute_time=0.361,backward_compute_time=0.114,activation_size=25690112.0,parameter_size=0.0]"] node197 [label="ReLU(inplace) [forward_compute_time=0.309,backward_compute_time=0.122,activation_size=25690112.0,parameter_size=0.0]"] node196 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.397,backward_compute_time=0.176,activation_size=25690112.0,parameter_size=4096.0]"] node191 [label="ReLU(inplace) [forward_compute_time=0.526,backward_compute_time=0.377,activation_size=51380224.0,parameter_size=0.0]"] node190 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node218 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.314,backward_compute_time=2.413,activation_size=51380224.0,parameter_size=2097152.0]"] node219 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.488,backward_compute_time=0.313,activation_size=51380224.0,parameter_size=8192.0]"] node48 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=102760448.0,parameter_size=0.0]"] node49 [label="ReLU(inplace) [forward_compute_time=0.788,backward_compute_time=0.732,activation_size=102760448.0,parameter_size=0.0]"] node46 [label="Conv2d(256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False) [forward_compute_time=1.413,backward_compute_time=3.458,activation_size=102760448.0,parameter_size=524288.0]"] node47 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.687,backward_compute_time=0.546,activation_size=102760448.0,parameter_size=4096.0]"] node44 [label="Conv2d(256, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.464,backward_compute_time=2.308,activation_size=102760448.0,parameter_size=524288.0]"] node45 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.659,backward_compute_time=0.546,activation_size=102760448.0,parameter_size=4096.0]"] node42 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.484,backward_compute_time=0.303,activation_size=51380224.0,parameter_size=2048.0]"] node43 [label="ReLU(inplace) [forward_compute_time=0.360,backward_compute_time=0.218,activation_size=51380224.0,parameter_size=0.0]"] node40 [label="ReLU(inplace) [forward_compute_time=0.748,backward_compute_time=0.742,activation_size=205520896.0,parameter_size=0.0]"] node41 [label="Conv2d(256, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), groups=32, bias=False) [forward_compute_time=1.095,backward_compute_time=5.365,activation_size=51380224.0,parameter_size=73728.0]"] node102 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.439,backward_compute_time=2.260,activation_size=25690112.0,parameter_size=2097152.0]"] node103 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.443,backward_compute_time=0.174,activation_size=25690112.0,parameter_size=4096.0]"] node100 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node101 [label="ReLU(inplace) [forward_compute_time=0.525,backward_compute_time=0.390,activation_size=51380224.0,parameter_size=0.0]"] node106 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.454,backward_compute_time=0.178,activation_size=25690112.0,parameter_size=4096.0]"] node107 [label="ReLU(inplace) [forward_compute_time=0.319,backward_compute_time=0.119,activation_size=25690112.0,parameter_size=0.0]"] node104 [label="ReLU(inplace) [forward_compute_time=0.293,backward_compute_time=0.117,activation_size=25690112.0,parameter_size=0.0]"] node105 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.802,backward_compute_time=1.449,activation_size=25690112.0,parameter_size=294912.0]"] node108 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.361,backward_compute_time=2.406,activation_size=51380224.0,parameter_size=2097152.0]"] node109 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.540,backward_compute_time=0.297,activation_size=51380224.0,parameter_size=8192.0]"] node177 [label="ReLU(inplace) [forward_compute_time=0.328,backward_compute_time=0.116,activation_size=25690112.0,parameter_size=0.0]"] node176 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.398,backward_compute_time=0.172,activation_size=25690112.0,parameter_size=4096.0]"] node175 [label="Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), groups=32, bias=False) [forward_compute_time=0.707,backward_compute_time=1.391,activation_size=25690112.0,parameter_size=294912.0]"] node174 [label="ReLU(inplace) [forward_compute_time=0.293,backward_compute_time=0.115,activation_size=25690112.0,parameter_size=0.0]"] node173 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.428,backward_compute_time=0.179,activation_size=25690112.0,parameter_size=4096.0]"] node172 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.389,backward_compute_time=2.261,activation_size=25690112.0,parameter_size=2097152.0]"] node171 [label="ReLU(inplace) [forward_compute_time=0.485,backward_compute_time=0.378,activation_size=51380224.0,parameter_size=0.0]"] node170 [label="Add(inplace) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node179 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.497,backward_compute_time=0.284,activation_size=51380224.0,parameter_size=8192.0]"] node178 [label="Conv2d(512, 1024, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.368,backward_compute_time=2.410,activation_size=51380224.0,parameter_size=2097152.0]"] node261 [label="ReLU(inplace) [forward_compute_time=0.488,backward_compute_time=0.376,activation_size=51380224.0,parameter_size=0.0]"] node189 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.538,backward_compute_time=0.290,activation_size=51380224.0,parameter_size=8192.0]"] node313 -> node314 node312 -> node313 node258 -> node259 node259 -> node260 node317 -> node318 node316 -> node317 node315 -> node316 node314 -> node315 node252 -> node253 node253 -> node254 node250 -> node251 node318 -> node319 node256 -> node257 node257 -> node258 node254 -> node255 node255 -> node256 node268 -> node269 node229 -> node230 node228 -> node229 node227 -> node228 node226 -> node227 node225 -> node226 node224 -> node225 node223 -> node224 node311 -> node312 node311 -> node320 node221 -> node222 node221 -> node230 node220 -> node221 node9 -> node10 node8 -> node9 node310 -> node311 node1 -> node2 node3 -> node4 node2 -> node3 node5 -> node6 node5 -> node14 node4 -> node5 node7 -> node8 node6 -> node7 node319 -> node322 node99 -> node100 node98 -> node99 node251 -> node252 node251 -> node260 node91 -> node92 node91 -> node100 node90 -> node91 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-> node282 node280 -> node281 node289 -> node290 node288 -> node289 node164 -> node165 node165 -> node166 node166 -> node167 node167 -> node168 node160 -> node161 node161 -> node170 node161 -> node162 node162 -> node163 node163 -> node164 node168 -> node169 node169 -> node170 node300 -> node301 node301 -> node302 node301 -> node310 node302 -> node303 node303 -> node304 node304 -> node305 node305 -> node306 node306 -> node307 node307 -> node308 node308 -> node309 node309 -> node310 node212 -> node213 node198 -> node199 node11 -> node12 node10 -> node11 node13 -> node16 node12 -> node13 node15 -> node16 node14 -> node15 node17 -> node18 node17 -> node26 node16 -> node17 node19 -> node20 node18 -> node19 node222 -> node223 node238 -> node239 node239 -> node240 node234 -> node235 node235 -> node236 node236 -> node237 node237 -> node238 node230 -> node231 node231 -> node232 node231 -> node240 node232 -> node233 node233 -> node234 node193 -> node194 node192 -> node193 node128 -> node129 node129 -> node130 node283 -> node284 node282 -> node283 node285 -> node286 node284 -> node285 node287 -> node288 node286 -> node287 node120 -> node121 node121 -> node122 node121 -> node130 node122 -> node123 node123 -> node124 node124 -> node125 node125 -> node126 node126 -> node127 node127 -> node128 node270 -> node271 node271 -> node272 node271 -> node280 node272 -> node273 node273 -> node274 node274 -> node275 node275 -> node276 node276 -> node277 node277 -> node278 node278 -> node279 node279 -> node280 node68 -> node69 node69 -> node70 node69 -> node78 node60 -> node61 node61 -> node62 node62 -> node63 node63 -> node64 node64 -> node65 node65 -> node66 node66 -> node67 node67 -> node68 node151 -> node152 node151 -> node160 node150 -> node151 node153 -> node154 node152 -> node153 node155 -> node156 node154 -> node155 node157 -> node158 node156 -> node157 node159 -> node160 node158 -> node159 node339 -> node340 node338 -> node339 node335 -> node336 node334 -> node335 node337 -> node338 node336 -> node337 node331 -> node332 node330 -> node331 node333 -> node334 node333 -> node342 node332 -> node333 node28 -> node29 node29 -> node30 node24 -> node25 node25 -> node26 node26 -> node27 node27 -> node28 node27 -> node36 node20 -> node21 node21 -> node22 node22 -> node23 node23 -> node24 node209 -> node210 node208 -> node209 node201 -> node202 node201 -> node210 node200 -> node201 node203 -> node204 node202 -> node203 node205 -> node206 node204 -> node205 node207 -> node208 node206 -> node207 node115 -> node116 node114 -> node115 node117 -> node118 node116 -> node117 node111 -> node112 node111 -> node120 node110 -> node111 node113 -> node114 node112 -> node113 node119 -> node120 node118 -> node119 node298 -> node299 node299 -> node300 node296 -> node297 node297 -> node298 node294 -> node295 node295 -> node296 node292 -> node293 node293 -> node294 node290 -> node291 node291 -> node292 node291 -> node300 node249 -> node250 node248 -> node249 node245 -> node246 node244 -> node245 node247 -> node248 node246 -> node247 node241 -> node250 node241 -> node242 node240 -> node241 node243 -> node244 node242 -> node243 node77 -> node78 node76 -> node77 node75 -> node76 node74 -> node75 node73 -> node74 node72 -> node73 node71 -> node72 node70 -> node71 node79 -> node80 node79 -> node88 node78 -> node79 node88 -> node89 node89 -> node90 node82 -> node83 node83 -> node84 node80 -> node81 node81 -> node82 node86 -> node87 node87 -> node90 node84 -> node85 node85 -> node86 node148 -> node149 node149 -> node150 node146 -> node147 node147 -> node148 node144 -> node145 node145 -> node146 node142 -> node143 node143 -> node144 node140 -> node141 node141 -> node142 node141 -> node150 node269 -> node270 node328 -> node329 node329 -> node330 node322 -> node323 node323 -> node324 node323 -> node332 node320 -> node321 node321 -> node322 node326 -> node327 node327 -> node328 node324 -> node325 node325 -> node326 node39 -> node40 node38 -> node39 node33 -> node34 node32 -> node33 node31 -> node32 node30 -> node31 node37 -> node46 node37 -> node38 node36 -> node37 node35 -> node36 node34 -> node35 node216 -> node217 node217 -> node218 node214 -> node215 node215 -> node216 node199 -> node200 node213 -> node214 node210 -> node211 node211 -> node212 node211 -> node220 node195 -> node196 node194 -> node195 node197 -> node198 node196 -> node197 node191 -> node192 node191 -> node200 node190 -> node191 node218 -> node219 node219 -> node220 node48 -> node49 node49 -> node50 node49 -> node58 node46 -> node47 node47 -> node48 node44 -> node45 node45 -> node48 node42 -> node43 node43 -> node44 node40 -> node41 node41 -> node42 node102 -> node103 node103 -> node104 node100 -> node101 node101 -> node102 node101 -> node110 node106 -> node107 node107 -> node108 node104 -> node105 node105 -> node106 node108 -> node109 node109 -> node110 node177 -> node178 node176 -> node177 node175 -> node176 node174 -> node175 node173 -> node174 node172 -> node173 node171 -> node180 node171 -> node172 node170 -> node171 node179 -> node180 node178 -> node179 node261 -> node262 node261 -> node270 node189 -> node190 }