digraph { node313 [label="ReLU(inplace) [forward_compute_time=0.274,backward_compute_time=0.046,activation_size=6422528.0,parameter_size=0.0]"] node312 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.073,activation_size=6422528.0,parameter_size=4096.0]"] node258 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=40140800.0,parameter_size=0.0]"] node259 [label="BatchNorm2d(800, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.447,backward_compute_time=0.240,activation_size=40140800.0,parameter_size=6400.0]"] node317 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.398,backward_compute_time=0.155,activation_size=401408.0,parameter_size=147456.0]"] node316 [label="ReLU(inplace) [forward_compute_time=0.263,backward_compute_time=0.028,activation_size=1605632.0,parameter_size=0.0]"] node315 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.360,backward_compute_time=0.047,activation_size=1605632.0,parameter_size=1024.0]"] node314 [label="Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.367,backward_compute_time=0.271,activation_size=1605632.0,parameter_size=262144.0]"] node252 [label="BatchNorm2d(768, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.453,backward_compute_time=0.228,activation_size=38535168.0,parameter_size=6144.0]"] node253 [label="ReLU(inplace) [forward_compute_time=0.322,backward_compute_time=0.172,activation_size=38535168.0,parameter_size=0.0]"] node250 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.392,activation_size=1605632.0,parameter_size=147456.0]"] node318 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=6823936.0,parameter_size=0.0]"] node256 [label="ReLU(inplace) [forward_compute_time=0.266,backward_compute_time=0.047,activation_size=6422528.0,parameter_size=0.0]"] node257 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.442,activation_size=1605632.0,parameter_size=147456.0]"] node254 [label="Conv2d(768, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.622,backward_compute_time=0.689,activation_size=6422528.0,parameter_size=393216.0]"] node255 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.501,backward_compute_time=0.085,activation_size=6422528.0,parameter_size=1024.0]"] node268 [label="Conv2d(832, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.581,backward_compute_time=0.718,activation_size=6422528.0,parameter_size=425984.0]"] node229 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.345,backward_compute_time=0.374,activation_size=1605632.0,parameter_size=147456.0]"] node228 [label="ReLU(inplace) [forward_compute_time=0.270,backward_compute_time=0.052,activation_size=6422528.0,parameter_size=0.0]"] node227 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.368,backward_compute_time=0.082,activation_size=6422528.0,parameter_size=1024.0]"] node226 [label="Conv2d(640, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.524,backward_compute_time=0.600,activation_size=6422528.0,parameter_size=327680.0]"] node225 [label="ReLU(inplace) [forward_compute_time=0.302,backward_compute_time=0.149,activation_size=32112640.0,parameter_size=0.0]"] node224 [label="BatchNorm2d(640, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.411,backward_compute_time=0.210,activation_size=32112640.0,parameter_size=5120.0]"] node223 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=32112640.0,parameter_size=0.0]"] node311 [label="AvgPool2d(kernel_size=2, stride=2, padding=0) [forward_compute_time=0.311,backward_compute_time=0.262,activation_size=6422528.0,parameter_size=0.0]"] node221 [label="ReLU(inplace) [forward_compute_time=0.270,backward_compute_time=0.055,activation_size=6422528.0,parameter_size=0.0]"] node220 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.101,activation_size=6422528.0,parameter_size=1024.0]"] node9 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.958,backward_compute_time=0.593,activation_size=102760448.0,parameter_size=1024.0]"] node8 [label="Conv2d(64, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.984,backward_compute_time=1.309,activation_size=102760448.0,parameter_size=32768.0]"] node310 [label="Conv2d(1024, 512, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.683,backward_compute_time=2.562,activation_size=25690112.0,parameter_size=2097152.0]"] node1 [label="Input [forward_compute_time=9.085,backward_compute_time=0.000,activation_size=38535168.0,parameter_size=0.0]"] node381 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=10436608.0,parameter_size=0.0]"] node3 [label="BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.141,backward_compute_time=1.159,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=6.733,backward_compute_time=2.345,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=0.721,backward_compute_time=1.282,activation_size=51380224.0,parameter_size=0.0]"] node4 [label="ReLU(inplace) [forward_compute_time=0.840,backward_compute_time=0.724,activation_size=205520896.0,parameter_size=0.0]"] node7 [label="ReLU(inplace) [forward_compute_time=0.423,backward_compute_time=0.196,activation_size=51380224.0,parameter_size=0.0]"] node6 [label="BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.477,backward_compute_time=0.323,activation_size=51380224.0,parameter_size=512.0]"] node319 [label="BatchNorm2d(544, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.077,activation_size=6823936.0,parameter_size=4352.0]"] node99 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.567,backward_compute_time=1.000,activation_size=6422528.0,parameter_size=147456.0]"] node98 [label="ReLU(inplace) [forward_compute_time=0.282,backward_compute_time=0.118,activation_size=25690112.0,parameter_size=0.0]"] node251 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=38535168.0,parameter_size=0.0]"] node91 [label="ReLU(inplace) [forward_compute_time=0.315,backward_compute_time=0.166,activation_size=25690112.0,parameter_size=0.0]"] node90 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.454,backward_compute_time=0.179,activation_size=25690112.0,parameter_size=1024.0]"] node93 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=64225280.0,parameter_size=0.0]"] node92 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.577,backward_compute_time=0.995,activation_size=6422528.0,parameter_size=147456.0]"] node95 [label="ReLU(inplace) [forward_compute_time=0.382,backward_compute_time=0.262,activation_size=64225280.0,parameter_size=0.0]"] node94 [label="BatchNorm2d(320, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.636,backward_compute_time=0.355,activation_size=64225280.0,parameter_size=2560.0]"] node97 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.374,backward_compute_time=0.178,activation_size=25690112.0,parameter_size=1024.0]"] node96 [label="Conv2d(320, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.696,backward_compute_time=1.081,activation_size=25690112.0,parameter_size=163840.0]"] node429 [label="Linear(in_features=1024, out_features=1000, bias=True) [forward_compute_time=0.365,backward_compute_time=0.114,activation_size=256000.0,parameter_size=4100000.0]"] node428 [label="View(-1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=262144.0,parameter_size=0.0]"] node139 [label="AvgPool2d(kernel_size=2, stride=2, padding=0) [forward_compute_time=0.362,backward_compute_time=0.513,activation_size=12845056.0,parameter_size=0.0]"] node138 [label="Conv2d(512, 256, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.460,backward_compute_time=2.655,activation_size=51380224.0,parameter_size=524288.0]"] node133 [label="ReLU(inplace) [forward_compute_time=0.365,backward_compute_time=0.117,activation_size=25690112.0,parameter_size=0.0]"] node132 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.380,backward_compute_time=0.184,activation_size=25690112.0,parameter_size=1024.0]"] node131 [label="Conv2d(480, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.966,backward_compute_time=1.479,activation_size=25690112.0,parameter_size=245760.0]"] node130 [label="ReLU(inplace) [forward_compute_time=0.483,backward_compute_time=0.377,activation_size=96337920.0,parameter_size=0.0]"] node137 [label="ReLU(inplace) [forward_compute_time=0.480,backward_compute_time=0.410,activation_size=102760448.0,parameter_size=0.0]"] node136 [label="BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.845,backward_compute_time=0.563,activation_size=102760448.0,parameter_size=4096.0]"] node135 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=102760448.0,parameter_size=0.0]"] node134 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.598,backward_compute_time=1.130,activation_size=6422528.0,parameter_size=147456.0]"] node409 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=12042240.0,parameter_size=0.0]"] node408 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.338,backward_compute_time=0.161,activation_size=401408.0,parameter_size=147456.0]"] node263 [label="ReLU(inplace) [forward_compute_time=0.273,backward_compute_time=0.050,activation_size=6422528.0,parameter_size=0.0]"] node262 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.395,backward_compute_time=0.082,activation_size=6422528.0,parameter_size=1024.0]"] node188 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=24084480.0,parameter_size=0.0]"] node260 [label="ReLU(inplace) [forward_compute_time=0.391,backward_compute_time=0.177,activation_size=40140800.0,parameter_size=0.0]"] node267 [label="ReLU(inplace) [forward_compute_time=0.325,backward_compute_time=0.182,activation_size=41746432.0,parameter_size=0.0]"] node266 [label="BatchNorm2d(832, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.459,backward_compute_time=0.252,activation_size=41746432.0,parameter_size=6656.0]"] node265 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=41746432.0,parameter_size=0.0]"] node264 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.344,backward_compute_time=0.404,activation_size=1605632.0,parameter_size=147456.0]"] node182 [label="BatchNorm2d(448, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.432,backward_compute_time=0.164,activation_size=22478848.0,parameter_size=3584.0]"] node183 [label="ReLU(inplace) [forward_compute_time=0.280,backward_compute_time=0.112,activation_size=22478848.0,parameter_size=0.0]"] node180 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.397,backward_compute_time=0.359,activation_size=1605632.0,parameter_size=147456.0]"] node181 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=22478848.0,parameter_size=0.0]"] node186 [label="ReLU(inplace) [forward_compute_time=0.273,backward_compute_time=0.047,activation_size=6422528.0,parameter_size=0.0]"] node187 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.391,backward_compute_time=0.337,activation_size=1605632.0,parameter_size=147456.0]"] node184 [label="Conv2d(448, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.463,backward_compute_time=0.477,activation_size=6422528.0,parameter_size=229376.0]"] node185 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.345,backward_compute_time=0.083,activation_size=6422528.0,parameter_size=1024.0]"] node348 [label="ReLU(inplace) [forward_compute_time=0.317,backward_compute_time=0.054,activation_size=8429568.0,parameter_size=0.0]"] node349 [label="Conv2d(672, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.396,backward_compute_time=0.316,activation_size=1605632.0,parameter_size=344064.0]"] node344 [label="ReLU(inplace) [forward_compute_time=0.281,backward_compute_time=0.031,activation_size=1605632.0,parameter_size=0.0]"] node345 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.394,backward_compute_time=0.153,activation_size=401408.0,parameter_size=147456.0]"] node346 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8429568.0,parameter_size=0.0]"] node347 [label="BatchNorm2d(672, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.355,backward_compute_time=0.085,activation_size=8429568.0,parameter_size=5376.0]"] node340 [label="BatchNorm2d(640, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.366,backward_compute_time=0.081,activation_size=8028160.0,parameter_size=5120.0]"] node341 [label="ReLU(inplace) [forward_compute_time=0.266,backward_compute_time=0.052,activation_size=8028160.0,parameter_size=0.0]"] node342 [label="Conv2d(640, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.398,backward_compute_time=0.326,activation_size=1605632.0,parameter_size=327680.0]"] node343 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.313,backward_compute_time=0.048,activation_size=1605632.0,parameter_size=1024.0]"] node59 [label="BatchNorm2d(160, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.404,backward_compute_time=0.210,activation_size=32112640.0,parameter_size=1280.0]"] node58 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=32112640.0,parameter_size=0.0]"] node55 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.374,backward_compute_time=0.181,activation_size=25690112.0,parameter_size=1024.0]"] node54 [label="Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.481,backward_compute_time=0.527,activation_size=25690112.0,parameter_size=65536.0]"] node57 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.642,backward_compute_time=0.912,activation_size=6422528.0,parameter_size=147456.0]"] node56 [label="ReLU(inplace) [forward_compute_time=0.285,backward_compute_time=0.119,activation_size=25690112.0,parameter_size=0.0]"] node51 [label="AvgPool2d(kernel_size=2, stride=2, padding=0) [forward_compute_time=0.420,backward_compute_time=1.005,activation_size=25690112.0,parameter_size=0.0]"] node50 [label="Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.532,backward_compute_time=3.007,activation_size=102760448.0,parameter_size=131072.0]"] node53 [label="ReLU(inplace) [forward_compute_time=0.288,backward_compute_time=0.111,activation_size=25690112.0,parameter_size=0.0]"] node52 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.366,backward_compute_time=0.182,activation_size=25690112.0,parameter_size=1024.0]"] node281 [label="ReLU(inplace) [forward_compute_time=0.339,backward_compute_time=0.196,activation_size=44957696.0,parameter_size=0.0]"] node406 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.362,backward_compute_time=0.047,activation_size=1605632.0,parameter_size=1024.0]"] node280 [label="BatchNorm2d(896, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.479,backward_compute_time=0.258,activation_size=44957696.0,parameter_size=7168.0]"] node289 [label="Conv2d(928, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.615,backward_compute_time=0.817,activation_size=6422528.0,parameter_size=475136.0]"] node288 [label="ReLU(inplace) [forward_compute_time=0.342,backward_compute_time=0.198,activation_size=46563328.0,parameter_size=0.0]"] node164 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.083,activation_size=6422528.0,parameter_size=1024.0]"] node165 [label="ReLU(inplace) [forward_compute_time=0.263,backward_compute_time=0.046,activation_size=6422528.0,parameter_size=0.0]"] node166 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.342,backward_compute_time=0.332,activation_size=1605632.0,parameter_size=147456.0]"] node167 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=19267584.0,parameter_size=0.0]"] node160 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=17661952.0,parameter_size=0.0]"] node161 [label="BatchNorm2d(352, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.362,backward_compute_time=0.136,activation_size=17661952.0,parameter_size=2816.0]"] node162 [label="ReLU(inplace) [forward_compute_time=0.266,backward_compute_time=0.099,activation_size=17661952.0,parameter_size=0.0]"] node163 [label="Conv2d(352, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.438,backward_compute_time=0.444,activation_size=6422528.0,parameter_size=180224.0]"] node168 [label="BatchNorm2d(384, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.394,backward_compute_time=0.200,activation_size=19267584.0,parameter_size=3072.0]"] node169 [label="ReLU(inplace) [forward_compute_time=0.302,backward_compute_time=0.104,activation_size=19267584.0,parameter_size=0.0]"] node362 [label="ReLU(inplace) [forward_compute_time=0.270,backward_compute_time=0.061,activation_size=9232384.0,parameter_size=0.0]"] node363 [label="Conv2d(736, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.401,backward_compute_time=0.331,activation_size=1605632.0,parameter_size=376832.0]"] node300 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=49774592.0,parameter_size=0.0]"] node301 [label="BatchNorm2d(992, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.532,backward_compute_time=0.281,activation_size=49774592.0,parameter_size=7936.0]"] node302 [label="ReLU(inplace) [forward_compute_time=0.390,backward_compute_time=0.252,activation_size=49774592.0,parameter_size=0.0]"] node303 [label="Conv2d(992, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.680,backward_compute_time=0.851,activation_size=6422528.0,parameter_size=507904.0]"] node304 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.521,backward_compute_time=0.124,activation_size=6422528.0,parameter_size=1024.0]"] node305 [label="ReLU(inplace) [forward_compute_time=0.320,backward_compute_time=0.048,activation_size=6422528.0,parameter_size=0.0]"] node306 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.348,backward_compute_time=0.406,activation_size=1605632.0,parameter_size=147456.0]"] node307 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node308 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.506,backward_compute_time=0.290,activation_size=51380224.0,parameter_size=8192.0]"] node309 [label="ReLU(inplace) [forward_compute_time=0.349,backward_compute_time=0.219,activation_size=51380224.0,parameter_size=0.0]"] node212 [label="Conv2d(576, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.514,backward_compute_time=0.557,activation_size=6422528.0,parameter_size=294912.0]"] node198 [label="Conv2d(512, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.480,backward_compute_time=0.513,activation_size=6422528.0,parameter_size=262144.0]"] node11 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=1.678,backward_compute_time=3.162,activation_size=25690112.0,parameter_size=147456.0]"] node10 [label="ReLU(inplace) [forward_compute_time=0.578,backward_compute_time=0.379,activation_size=102760448.0,parameter_size=0.0]"] node13 [label="BatchNorm2d(96, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.661,backward_compute_time=0.472,activation_size=77070336.0,parameter_size=768.0]"] node12 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=77070336.0,parameter_size=0.0]"] node15 [label="Conv2d(96, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.813,backward_compute_time=1.598,activation_size=102760448.0,parameter_size=49152.0]"] node14 [label="ReLU(inplace) [forward_compute_time=0.440,backward_compute_time=0.291,activation_size=77070336.0,parameter_size=0.0]"] node17 [label="ReLU(inplace) [forward_compute_time=0.491,backward_compute_time=0.379,activation_size=102760448.0,parameter_size=0.0]"] node16 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.671,backward_compute_time=0.605,activation_size=102760448.0,parameter_size=1024.0]"] node19 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=102760448.0,parameter_size=0.0]"] node18 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=1.434,backward_compute_time=3.243,activation_size=25690112.0,parameter_size=147456.0]"] node222 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.347,backward_compute_time=0.386,activation_size=1605632.0,parameter_size=147456.0]"] node388 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=10838016.0,parameter_size=0.0]"] node238 [label="BatchNorm2d(704, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.426,backward_compute_time=0.214,activation_size=35323904.0,parameter_size=5632.0]"] node239 [label="ReLU(inplace) [forward_compute_time=0.314,backward_compute_time=0.161,activation_size=35323904.0,parameter_size=0.0]"] node389 [label="BatchNorm2d(864, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.343,backward_compute_time=0.098,activation_size=10838016.0,parameter_size=6912.0]"] node234 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.334,backward_compute_time=0.085,activation_size=6422528.0,parameter_size=1024.0]"] node235 [label="ReLU(inplace) [forward_compute_time=0.267,backward_compute_time=0.051,activation_size=6422528.0,parameter_size=0.0]"] node236 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.343,backward_compute_time=0.381,activation_size=1605632.0,parameter_size=147456.0]"] node237 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=35323904.0,parameter_size=0.0]"] node230 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=33718272.0,parameter_size=0.0]"] node231 [label="BatchNorm2d(672, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.469,backward_compute_time=0.217,activation_size=33718272.0,parameter_size=5376.0]"] node232 [label="ReLU(inplace) [forward_compute_time=0.304,backward_compute_time=0.154,activation_size=33718272.0,parameter_size=0.0]"] node233 [label="Conv2d(672, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.532,backward_compute_time=0.638,activation_size=6422528.0,parameter_size=344064.0]"] node193 [label="ReLU(inplace) [forward_compute_time=0.271,backward_compute_time=0.054,activation_size=6422528.0,parameter_size=0.0]"] node192 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.343,backward_compute_time=0.083,activation_size=6422528.0,parameter_size=1024.0]"] node380 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.328,backward_compute_time=0.152,activation_size=401408.0,parameter_size=147456.0]"] node382 [label="BatchNorm2d(832, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.345,backward_compute_time=0.091,activation_size=10436608.0,parameter_size=6656.0]"] node383 [label="ReLU(inplace) [forward_compute_time=0.270,backward_compute_time=0.059,activation_size=10436608.0,parameter_size=0.0]"] node384 [label="Conv2d(832, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.414,backward_compute_time=0.366,activation_size=1605632.0,parameter_size=425984.0]"] node385 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.047,activation_size=1605632.0,parameter_size=1024.0]"] node128 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=96337920.0,parameter_size=0.0]"] node129 [label="BatchNorm2d(480, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.786,backward_compute_time=0.524,activation_size=96337920.0,parameter_size=3840.0]"] node283 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.349,backward_compute_time=0.083,activation_size=6422528.0,parameter_size=1024.0]"] node282 [label="Conv2d(896, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.609,backward_compute_time=0.770,activation_size=6422528.0,parameter_size=458752.0]"] node285 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.396,backward_compute_time=0.422,activation_size=1605632.0,parameter_size=147456.0]"] node284 [label="ReLU(inplace) [forward_compute_time=0.274,backward_compute_time=0.047,activation_size=6422528.0,parameter_size=0.0]"] node287 [label="BatchNorm2d(928, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.490,backward_compute_time=0.262,activation_size=46563328.0,parameter_size=7424.0]"] node286 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=46563328.0,parameter_size=0.0]"] node120 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.563,backward_compute_time=1.182,activation_size=6422528.0,parameter_size=147456.0]"] node121 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=89915392.0,parameter_size=0.0]"] node122 [label="BatchNorm2d(448, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.731,backward_compute_time=0.480,activation_size=89915392.0,parameter_size=3584.0]"] node123 [label="ReLU(inplace) [forward_compute_time=0.446,backward_compute_time=0.355,activation_size=89915392.0,parameter_size=0.0]"] node124 [label="Conv2d(448, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.839,backward_compute_time=1.432,activation_size=25690112.0,parameter_size=229376.0]"] node125 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.380,backward_compute_time=0.223,activation_size=25690112.0,parameter_size=1024.0]"] node126 [label="ReLU(inplace) [forward_compute_time=0.289,backward_compute_time=0.114,activation_size=25690112.0,parameter_size=0.0]"] node127 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.568,backward_compute_time=1.135,activation_size=6422528.0,parameter_size=147456.0]"] node368 [label="BatchNorm2d(768, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.342,backward_compute_time=0.093,activation_size=9633792.0,parameter_size=6144.0]"] node369 [label="ReLU(inplace) [forward_compute_time=0.273,backward_compute_time=0.063,activation_size=9633792.0,parameter_size=0.0]"] node416 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=12443648.0,parameter_size=0.0]"] node270 [label="ReLU(inplace) [forward_compute_time=0.266,backward_compute_time=0.047,activation_size=6422528.0,parameter_size=0.0]"] node271 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.341,backward_compute_time=0.412,activation_size=1605632.0,parameter_size=147456.0]"] node272 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=43352064.0,parameter_size=0.0]"] node273 [label="BatchNorm2d(864, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.488,backward_compute_time=0.258,activation_size=43352064.0,parameter_size=6912.0]"] node274 [label="ReLU(inplace) [forward_compute_time=0.328,backward_compute_time=0.191,activation_size=43352064.0,parameter_size=0.0]"] node275 [label="Conv2d(864, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.593,backward_compute_time=0.762,activation_size=6422528.0,parameter_size=442368.0]"] node276 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.337,backward_compute_time=0.082,activation_size=6422528.0,parameter_size=1024.0]"] node277 [label="ReLU(inplace) [forward_compute_time=0.265,backward_compute_time=0.047,activation_size=6422528.0,parameter_size=0.0]"] node278 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.344,backward_compute_time=0.419,activation_size=1605632.0,parameter_size=147456.0]"] node279 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=44957696.0,parameter_size=0.0]"] node379 [label="ReLU(inplace) [forward_compute_time=0.268,backward_compute_time=0.027,activation_size=1605632.0,parameter_size=0.0]"] node378 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.319,backward_compute_time=0.047,activation_size=1605632.0,parameter_size=1024.0]"] node371 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.362,backward_compute_time=0.047,activation_size=1605632.0,parameter_size=1024.0]"] node370 [label="Conv2d(768, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.409,backward_compute_time=0.341,activation_size=1605632.0,parameter_size=393216.0]"] node373 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.322,backward_compute_time=0.154,activation_size=401408.0,parameter_size=147456.0]"] node372 [label="ReLU(inplace) [forward_compute_time=0.270,backward_compute_time=0.027,activation_size=1605632.0,parameter_size=0.0]"] node375 [label="BatchNorm2d(800, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.329,backward_compute_time=0.090,activation_size=10035200.0,parameter_size=6400.0]"] node374 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=10035200.0,parameter_size=0.0]"] node377 [label="Conv2d(800, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.408,backward_compute_time=0.357,activation_size=1605632.0,parameter_size=409600.0]"] node376 [label="ReLU(inplace) [forward_compute_time=0.268,backward_compute_time=0.059,activation_size=10035200.0,parameter_size=0.0]"] node68 [label="Conv2d(192, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.576,backward_compute_time=0.837,activation_size=25690112.0,parameter_size=98304.0]"] node69 [label="BatchNorm2d(128, 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=1024.0]"] node60 [label="ReLU(inplace) [forward_compute_time=0.302,backward_compute_time=0.139,activation_size=32112640.0,parameter_size=0.0]"] node61 [label="Conv2d(160, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.567,backward_compute_time=0.744,activation_size=25690112.0,parameter_size=81920.0]"] node62 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.388,backward_compute_time=0.176,activation_size=25690112.0,parameter_size=1024.0]"] node63 [label="ReLU(inplace) [forward_compute_time=0.287,backward_compute_time=0.118,activation_size=25690112.0,parameter_size=0.0]"] node64 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.587,backward_compute_time=0.894,activation_size=6422528.0,parameter_size=147456.0]"] node65 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=38535168.0,parameter_size=0.0]"] node66 [label="BatchNorm2d(192, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.442,backward_compute_time=0.249,activation_size=38535168.0,parameter_size=1536.0]"] node67 [label="ReLU(inplace) [forward_compute_time=0.367,backward_compute_time=0.159,activation_size=38535168.0,parameter_size=0.0]"] node151 [label="ReLU(inplace) [forward_compute_time=0.269,backward_compute_time=0.046,activation_size=6422528.0,parameter_size=0.0]"] node150 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.429,backward_compute_time=0.082,activation_size=6422528.0,parameter_size=1024.0]"] node153 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=16056320.0,parameter_size=0.0]"] node152 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.346,backward_compute_time=0.317,activation_size=1605632.0,parameter_size=147456.0]"] node155 [label="ReLU(inplace) [forward_compute_time=0.266,backward_compute_time=0.084,activation_size=16056320.0,parameter_size=0.0]"] node154 [label="BatchNorm2d(320, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.352,backward_compute_time=0.131,activation_size=16056320.0,parameter_size=2560.0]"] node157 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.082,activation_size=6422528.0,parameter_size=1024.0]"] node156 [label="Conv2d(320, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.426,backward_compute_time=0.377,activation_size=6422528.0,parameter_size=163840.0]"] node159 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.344,backward_compute_time=0.331,activation_size=1605632.0,parameter_size=147456.0]"] node158 [label="ReLU(inplace) [forward_compute_time=0.271,backward_compute_time=0.047,activation_size=6422528.0,parameter_size=0.0]"] node405 [label="Conv2d(928, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.430,backward_compute_time=0.404,activation_size=1605632.0,parameter_size=475136.0]"] node404 [label="ReLU(inplace) [forward_compute_time=0.267,backward_compute_time=0.065,activation_size=11640832.0,parameter_size=0.0]"] node403 [label="BatchNorm2d(928, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.333,backward_compute_time=0.108,activation_size=11640832.0,parameter_size=7424.0]"] node402 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=11640832.0,parameter_size=0.0]"] node401 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.327,backward_compute_time=0.159,activation_size=401408.0,parameter_size=147456.0]"] node400 [label="ReLU(inplace) [forward_compute_time=0.271,backward_compute_time=0.026,activation_size=1605632.0,parameter_size=0.0]"] node421 [label="ReLU(inplace) [forward_compute_time=0.272,backward_compute_time=0.028,activation_size=1605632.0,parameter_size=0.0]"] node420 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.339,backward_compute_time=0.051,activation_size=1605632.0,parameter_size=1024.0]"] node423 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=12845056.0,parameter_size=0.0]"] node422 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.339,backward_compute_time=0.259,activation_size=401408.0,parameter_size=147456.0]"] node425 [label="ReLU(inplace) [forward_compute_time=0.275,backward_compute_time=0.088,activation_size=12845056.0,parameter_size=0.0]"] node424 [label="BatchNorm2d(1024, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.114,activation_size=12845056.0,parameter_size=8192.0]"] node427 [label="Size(0) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=4.0,parameter_size=0.0]"] node426 [label="AvgPool2d(kernel_size=7, stride=1, padding=0) [forward_compute_time=0.291,backward_compute_time=0.140,activation_size=262144.0,parameter_size=0.0]"] node339 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8028160.0,parameter_size=0.0]"] node338 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.328,backward_compute_time=0.154,activation_size=401408.0,parameter_size=147456.0]"] node335 [label="Conv2d(608, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.432,backward_compute_time=0.306,activation_size=1605632.0,parameter_size=311296.0]"] node334 [label="ReLU(inplace) [forward_compute_time=0.319,backward_compute_time=0.051,activation_size=7626752.0,parameter_size=0.0]"] node337 [label="ReLU(inplace) [forward_compute_time=0.269,backward_compute_time=0.028,activation_size=1605632.0,parameter_size=0.0]"] node336 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.346,backward_compute_time=0.045,activation_size=1605632.0,parameter_size=1024.0]"] node331 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.323,backward_compute_time=0.158,activation_size=401408.0,parameter_size=147456.0]"] node330 [label="ReLU(inplace) [forward_compute_time=0.267,backward_compute_time=0.028,activation_size=1605632.0,parameter_size=0.0]"] node333 [label="BatchNorm2d(608, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.376,backward_compute_time=0.082,activation_size=7626752.0,parameter_size=4864.0]"] node332 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=7626752.0,parameter_size=0.0]"] node28 [label="ReLU(inplace) [forward_compute_time=0.601,backward_compute_time=0.473,activation_size=128450560.0,parameter_size=0.0]"] node29 [label="Conv2d(160, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.107,backward_compute_time=2.434,activation_size=102760448.0,parameter_size=81920.0]"] node24 [label="ReLU(inplace) [forward_compute_time=0.502,backward_compute_time=0.379,activation_size=102760448.0,parameter_size=0.0]"] node25 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=1.556,backward_compute_time=3.329,activation_size=25690112.0,parameter_size=147456.0]"] node26 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=128450560.0,parameter_size=0.0]"] node27 [label="BatchNorm2d(160, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.013,backward_compute_time=0.722,activation_size=128450560.0,parameter_size=1280.0]"] node20 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.887,backward_compute_time=0.638,activation_size=102760448.0,parameter_size=1024.0]"] node21 [label="ReLU(inplace) [forward_compute_time=0.511,backward_compute_time=0.369,activation_size=102760448.0,parameter_size=0.0]"] node22 [label="Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.956,backward_compute_time=1.674,activation_size=102760448.0,parameter_size=65536.0]"] node23 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.681,backward_compute_time=0.594,activation_size=102760448.0,parameter_size=1024.0]"] node209 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=28901376.0,parameter_size=0.0]"] node208 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.343,backward_compute_time=0.370,activation_size=1605632.0,parameter_size=147456.0]"] node201 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.341,backward_compute_time=0.365,activation_size=1605632.0,parameter_size=147456.0]"] node200 [label="ReLU(inplace) [forward_compute_time=0.264,backward_compute_time=0.047,activation_size=6422528.0,parameter_size=0.0]"] node203 [label="BatchNorm2d(544, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.398,backward_compute_time=0.186,activation_size=27295744.0,parameter_size=4352.0]"] node202 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=27295744.0,parameter_size=0.0]"] node205 [label="Conv2d(544, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.493,backward_compute_time=0.565,activation_size=6422528.0,parameter_size=278528.0]"] node204 [label="ReLU(inplace) [forward_compute_time=0.291,backward_compute_time=0.139,activation_size=27295744.0,parameter_size=0.0]"] node207 [label="ReLU(inplace) [forward_compute_time=0.266,backward_compute_time=0.050,activation_size=6422528.0,parameter_size=0.0]"] node206 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.336,backward_compute_time=0.090,activation_size=6422528.0,parameter_size=1024.0]"] node115 [label="BatchNorm2d(416, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.690,backward_compute_time=0.500,activation_size=83492864.0,parameter_size=3328.0]"] node114 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=83492864.0,parameter_size=0.0]"] node117 [label="Conv2d(416, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.794,backward_compute_time=1.373,activation_size=25690112.0,parameter_size=212992.0]"] node116 [label="ReLU(inplace) [forward_compute_time=0.428,backward_compute_time=0.326,activation_size=83492864.0,parameter_size=0.0]"] node111 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.363,backward_compute_time=0.176,activation_size=25690112.0,parameter_size=1024.0]"] node110 [label="Conv2d(384, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.760,backward_compute_time=1.170,activation_size=25690112.0,parameter_size=196608.0]"] node113 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.559,backward_compute_time=1.044,activation_size=6422528.0,parameter_size=147456.0]"] node112 [label="ReLU(inplace) [forward_compute_time=0.285,backward_compute_time=0.116,activation_size=25690112.0,parameter_size=0.0]"] node119 [label="ReLU(inplace) [forward_compute_time=0.284,backward_compute_time=0.116,activation_size=25690112.0,parameter_size=0.0]"] node118 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.370,backward_compute_time=0.181,activation_size=25690112.0,parameter_size=1024.0]"] node298 [label="ReLU(inplace) [forward_compute_time=0.268,backward_compute_time=0.047,activation_size=6422528.0,parameter_size=0.0]"] node299 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.353,backward_compute_time=0.431,activation_size=1605632.0,parameter_size=147456.0]"] node296 [label="Conv2d(960, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.628,backward_compute_time=0.813,activation_size=6422528.0,parameter_size=491520.0]"] node297 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.344,backward_compute_time=0.081,activation_size=6422528.0,parameter_size=1024.0]"] node294 [label="BatchNorm2d(960, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.529,backward_compute_time=0.273,activation_size=48168960.0,parameter_size=7680.0]"] node295 [label="ReLU(inplace) [forward_compute_time=0.367,backward_compute_time=0.200,activation_size=48168960.0,parameter_size=0.0]"] node292 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.392,backward_compute_time=0.425,activation_size=1605632.0,parameter_size=147456.0]"] node293 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=48168960.0,parameter_size=0.0]"] node290 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.343,backward_compute_time=0.082,activation_size=6422528.0,parameter_size=1024.0]"] node291 [label="ReLU(inplace) [forward_compute_time=0.269,backward_compute_time=0.049,activation_size=6422528.0,parameter_size=0.0]"] node386 [label="ReLU(inplace) [forward_compute_time=0.292,backward_compute_time=0.031,activation_size=1605632.0,parameter_size=0.0]"] node387 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.412,backward_compute_time=0.154,activation_size=401408.0,parameter_size=147456.0]"] node407 [label="ReLU(inplace) [forward_compute_time=0.268,backward_compute_time=0.027,activation_size=1605632.0,parameter_size=0.0]"] node366 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.327,backward_compute_time=0.151,activation_size=401408.0,parameter_size=147456.0]"] node367 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=9633792.0,parameter_size=0.0]"] node364 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.046,activation_size=1605632.0,parameter_size=1024.0]"] node365 [label="ReLU(inplace) [forward_compute_time=0.270,backward_compute_time=0.026,activation_size=1605632.0,parameter_size=0.0]"] node249 [label="ReLU(inplace) [forward_compute_time=0.265,backward_compute_time=0.047,activation_size=6422528.0,parameter_size=0.0]"] node248 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.082,activation_size=6422528.0,parameter_size=1024.0]"] node360 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=9232384.0,parameter_size=0.0]"] node361 [label="BatchNorm2d(736, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.087,activation_size=9232384.0,parameter_size=5888.0]"] node245 [label="BatchNorm2d(736, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.434,backward_compute_time=0.218,activation_size=36929536.0,parameter_size=5888.0]"] node244 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=36929536.0,parameter_size=0.0]"] node247 [label="Conv2d(736, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.550,backward_compute_time=0.675,activation_size=6422528.0,parameter_size=376832.0]"] node246 [label="ReLU(inplace) [forward_compute_time=0.315,backward_compute_time=0.163,activation_size=36929536.0,parameter_size=0.0]"] node241 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.340,backward_compute_time=0.081,activation_size=6422528.0,parameter_size=1024.0]"] node240 [label="Conv2d(704, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.543,backward_compute_time=0.644,activation_size=6422528.0,parameter_size=360448.0]"] node243 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.343,backward_compute_time=0.386,activation_size=1605632.0,parameter_size=147456.0]"] node242 [label="ReLU(inplace) [forward_compute_time=0.268,backward_compute_time=0.046,activation_size=6422528.0,parameter_size=0.0]"] node77 [label="ReLU(inplace) [forward_compute_time=0.288,backward_compute_time=0.115,activation_size=25690112.0,parameter_size=0.0]"] node76 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.367,backward_compute_time=0.176,activation_size=25690112.0,parameter_size=1024.0]"] node75 [label="Conv2d(224, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.611,backward_compute_time=0.837,activation_size=25690112.0,parameter_size=114688.0]"] node74 [label="ReLU(inplace) [forward_compute_time=0.332,backward_compute_time=0.180,activation_size=44957696.0,parameter_size=0.0]"] node73 [label="BatchNorm2d(224, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.456,backward_compute_time=0.271,activation_size=44957696.0,parameter_size=1792.0]"] node72 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=44957696.0,parameter_size=0.0]"] node71 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.568,backward_compute_time=0.913,activation_size=6422528.0,parameter_size=147456.0]"] node70 [label="ReLU(inplace) [forward_compute_time=0.287,backward_compute_time=0.117,activation_size=25690112.0,parameter_size=0.0]"] node79 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=51380224.0,parameter_size=0.0]"] node78 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.561,backward_compute_time=0.979,activation_size=6422528.0,parameter_size=147456.0]"] node399 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.314,backward_compute_time=0.047,activation_size=1605632.0,parameter_size=1024.0]"] node398 [label="Conv2d(896, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.424,backward_compute_time=0.375,activation_size=1605632.0,parameter_size=458752.0]"] node393 [label="ReLU(inplace) [forward_compute_time=0.265,backward_compute_time=0.031,activation_size=1605632.0,parameter_size=0.0]"] node392 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.317,backward_compute_time=0.046,activation_size=1605632.0,parameter_size=1024.0]"] node391 [label="Conv2d(864, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.420,backward_compute_time=0.378,activation_size=1605632.0,parameter_size=442368.0]"] node390 [label="ReLU(inplace) [forward_compute_time=0.338,backward_compute_time=0.074,activation_size=10838016.0,parameter_size=0.0]"] node397 [label="ReLU(inplace) [forward_compute_time=0.268,backward_compute_time=0.073,activation_size=11239424.0,parameter_size=0.0]"] node396 [label="BatchNorm2d(896, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.337,backward_compute_time=0.107,activation_size=11239424.0,parameter_size=7168.0]"] node395 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=11239424.0,parameter_size=0.0]"] node394 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.328,backward_compute_time=0.159,activation_size=401408.0,parameter_size=147456.0]"] node88 [label="ReLU(inplace) [forward_compute_time=0.365,backward_compute_time=0.293,activation_size=57802752.0,parameter_size=0.0]"] node89 [label="Conv2d(288, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.744,backward_compute_time=1.067,activation_size=25690112.0,parameter_size=147456.0]"] node82 [label="Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.628,backward_compute_time=0.858,activation_size=25690112.0,parameter_size=131072.0]"] node83 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.374,backward_compute_time=0.181,activation_size=25690112.0,parameter_size=1024.0]"] node80 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.489,backward_compute_time=0.303,activation_size=51380224.0,parameter_size=2048.0]"] node81 [label="ReLU(inplace) [forward_compute_time=0.349,backward_compute_time=0.211,activation_size=51380224.0,parameter_size=0.0]"] node86 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=57802752.0,parameter_size=0.0]"] node87 [label="BatchNorm2d(288, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.565,backward_compute_time=0.329,activation_size=57802752.0,parameter_size=2304.0]"] node84 [label="ReLU(inplace) [forward_compute_time=0.330,backward_compute_time=0.115,activation_size=25690112.0,parameter_size=0.0]"] node85 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.628,backward_compute_time=0.965,activation_size=6422528.0,parameter_size=147456.0]"] node418 [label="ReLU(inplace) [forward_compute_time=0.277,backward_compute_time=0.074,activation_size=12443648.0,parameter_size=0.0]"] node419 [label="Conv2d(992, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.437,backward_compute_time=0.435,activation_size=1605632.0,parameter_size=507904.0]"] node148 [label="ReLU(inplace) [forward_compute_time=0.269,backward_compute_time=0.081,activation_size=14450688.0,parameter_size=0.0]"] node149 [label="Conv2d(288, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.403,backward_compute_time=0.366,activation_size=6422528.0,parameter_size=147456.0]"] node146 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=14450688.0,parameter_size=0.0]"] node147 [label="BatchNorm2d(288, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.355,backward_compute_time=0.125,activation_size=14450688.0,parameter_size=2304.0]"] node144 [label="ReLU(inplace) [forward_compute_time=0.266,backward_compute_time=0.047,activation_size=6422528.0,parameter_size=0.0]"] node145 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.387,backward_compute_time=0.311,activation_size=1605632.0,parameter_size=147456.0]"] node142 [label="Conv2d(256, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.388,backward_compute_time=0.337,activation_size=6422528.0,parameter_size=131072.0]"] node143 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.341,backward_compute_time=0.082,activation_size=6422528.0,parameter_size=1024.0]"] node140 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.337,backward_compute_time=0.117,activation_size=12845056.0,parameter_size=2048.0]"] node141 [label="ReLU(inplace) [forward_compute_time=0.313,backward_compute_time=0.077,activation_size=12845056.0,parameter_size=0.0]"] node269 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.328,backward_compute_time=0.081,activation_size=6422528.0,parameter_size=1024.0]"] node414 [label="ReLU(inplace) [forward_compute_time=0.266,backward_compute_time=0.028,activation_size=1605632.0,parameter_size=0.0]"] node328 [label="Conv2d(576, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.409,backward_compute_time=0.291,activation_size=1605632.0,parameter_size=294912.0]"] node329 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.315,backward_compute_time=0.045,activation_size=1605632.0,parameter_size=1024.0]"] node415 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.335,backward_compute_time=0.159,activation_size=401408.0,parameter_size=147456.0]"] node322 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.308,backward_compute_time=0.049,activation_size=1605632.0,parameter_size=1024.0]"] node323 [label="ReLU(inplace) [forward_compute_time=0.286,backward_compute_time=0.028,activation_size=1605632.0,parameter_size=0.0]"] node320 [label="ReLU(inplace) [forward_compute_time=0.265,backward_compute_time=0.048,activation_size=6823936.0,parameter_size=0.0]"] node321 [label="Conv2d(544, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.371,backward_compute_time=0.278,activation_size=1605632.0,parameter_size=278528.0]"] node326 [label="BatchNorm2d(576, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.330,backward_compute_time=0.084,activation_size=7225344.0,parameter_size=4608.0]"] node327 [label="ReLU(inplace) [forward_compute_time=0.315,backward_compute_time=0.050,activation_size=7225344.0,parameter_size=0.0]"] node324 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.332,backward_compute_time=0.152,activation_size=401408.0,parameter_size=147456.0]"] node325 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=7225344.0,parameter_size=0.0]"] node417 [label="BatchNorm2d(992, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.333,backward_compute_time=0.100,activation_size=12443648.0,parameter_size=7936.0]"] node410 [label="BatchNorm2d(960, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.100,activation_size=12042240.0,parameter_size=7680.0]"] node411 [label="ReLU(inplace) [forward_compute_time=0.265,backward_compute_time=0.075,activation_size=12042240.0,parameter_size=0.0]"] node412 [label="Conv2d(960, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.429,backward_compute_time=0.382,activation_size=1605632.0,parameter_size=491520.0]"] node413 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.323,backward_compute_time=0.060,activation_size=1605632.0,parameter_size=1024.0]"] node39 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=1.521,backward_compute_time=3.537,activation_size=25690112.0,parameter_size=147456.0]"] node38 [label="ReLU(inplace) [forward_compute_time=0.500,backward_compute_time=0.382,activation_size=102760448.0,parameter_size=0.0]"] node33 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=154140672.0,parameter_size=0.0]"] node32 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=1.439,backward_compute_time=3.409,activation_size=25690112.0,parameter_size=147456.0]"] node31 [label="ReLU(inplace) [forward_compute_time=0.505,backward_compute_time=0.383,activation_size=102760448.0,parameter_size=0.0]"] node30 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.671,backward_compute_time=0.597,activation_size=102760448.0,parameter_size=1024.0]"] node37 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.679,backward_compute_time=0.589,activation_size=102760448.0,parameter_size=1024.0]"] node36 [label="Conv2d(192, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.248,backward_compute_time=2.507,activation_size=102760448.0,parameter_size=98304.0]"] node35 [label="ReLU(inplace) [forward_compute_time=0.629,backward_compute_time=0.552,activation_size=154140672.0,parameter_size=0.0]"] node34 [label="BatchNorm2d(192, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.161,backward_compute_time=0.879,activation_size=154140672.0,parameter_size=1536.0]"] node216 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=30507008.0,parameter_size=0.0]"] node217 [label="BatchNorm2d(608, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.449,backward_compute_time=0.201,activation_size=30507008.0,parameter_size=4864.0]"] node214 [label="ReLU(inplace) [forward_compute_time=0.339,backward_compute_time=0.048,activation_size=6422528.0,parameter_size=0.0]"] node215 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.392,backward_compute_time=0.380,activation_size=1605632.0,parameter_size=147456.0]"] node199 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.337,backward_compute_time=0.083,activation_size=6422528.0,parameter_size=1024.0]"] node213 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.355,backward_compute_time=0.082,activation_size=6422528.0,parameter_size=1024.0]"] node210 [label="BatchNorm2d(576, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.405,backward_compute_time=0.197,activation_size=28901376.0,parameter_size=4608.0]"] node211 [label="ReLU(inplace) [forward_compute_time=0.317,backward_compute_time=0.134,activation_size=28901376.0,parameter_size=0.0]"] node195 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=25690112.0,parameter_size=0.0]"] node194 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.350,backward_compute_time=0.346,activation_size=1605632.0,parameter_size=147456.0]"] node197 [label="ReLU(inplace) [forward_compute_time=0.284,backward_compute_time=0.124,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=0.394,backward_compute_time=0.172,activation_size=25690112.0,parameter_size=4096.0]"] node191 [label="Conv2d(480, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.481,backward_compute_time=0.535,activation_size=6422528.0,parameter_size=245760.0]"] node190 [label="ReLU(inplace) [forward_compute_time=0.280,backward_compute_time=0.129,activation_size=24084480.0,parameter_size=0.0]"] node218 [label="ReLU(inplace) [forward_compute_time=0.320,backward_compute_time=0.153,activation_size=30507008.0,parameter_size=0.0]"] node219 [label="Conv2d(608, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.567,backward_compute_time=0.600,activation_size=6422528.0,parameter_size=311296.0]"] node359 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.325,backward_compute_time=0.154,activation_size=401408.0,parameter_size=147456.0]"] node358 [label="ReLU(inplace) [forward_compute_time=0.266,backward_compute_time=0.028,activation_size=1605632.0,parameter_size=0.0]"] node357 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.311,backward_compute_time=0.046,activation_size=1605632.0,parameter_size=1024.0]"] node356 [label="Conv2d(704, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.396,backward_compute_time=0.327,activation_size=1605632.0,parameter_size=360448.0]"] node355 [label="ReLU(inplace) [forward_compute_time=0.268,backward_compute_time=0.054,activation_size=8830976.0,parameter_size=0.0]"] node354 [label="BatchNorm2d(704, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.332,backward_compute_time=0.087,activation_size=8830976.0,parameter_size=5632.0]"] node353 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=8830976.0,parameter_size=0.0]"] node352 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.323,backward_compute_time=0.155,activation_size=401408.0,parameter_size=147456.0]"] node351 [label="ReLU(inplace) [forward_compute_time=0.267,backward_compute_time=0.026,activation_size=1605632.0,parameter_size=0.0]"] node350 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.316,backward_compute_time=0.046,activation_size=1605632.0,parameter_size=1024.0]"] node48 [label="BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.489,backward_compute_time=1.120,activation_size=205520896.0,parameter_size=2048.0]"] node49 [label="ReLU(inplace) [forward_compute_time=0.781,backward_compute_time=0.738,activation_size=205520896.0,parameter_size=0.0]"] node46 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=2.264,backward_compute_time=3.260,activation_size=25690112.0,parameter_size=147456.0]"] node47 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=205520896.0,parameter_size=0.0]"] node44 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.778,backward_compute_time=0.589,activation_size=102760448.0,parameter_size=1024.0]"] node45 [label="ReLU(inplace) [forward_compute_time=0.514,backward_compute_time=0.389,activation_size=102760448.0,parameter_size=0.0]"] node42 [label="ReLU(inplace) [forward_compute_time=0.777,backward_compute_time=0.687,activation_size=179830784.0,parameter_size=0.0]"] node43 [label="Conv2d(224, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.352,backward_compute_time=2.862,activation_size=102760448.0,parameter_size=114688.0]"] node40 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=179830784.0,parameter_size=0.0]"] node41 [label="BatchNorm2d(224, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=1.341,backward_compute_time=0.990,activation_size=179830784.0,parameter_size=1792.0]"] node102 [label="ReLU(inplace) [forward_compute_time=0.397,backward_compute_time=0.287,activation_size=70647808.0,parameter_size=0.0]"] node103 [label="Conv2d(352, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.724,backward_compute_time=3.403,activation_size=25690112.0,parameter_size=180224.0]"] node100 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=70647808.0,parameter_size=0.0]"] node101 [label="BatchNorm2d(352, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.611,backward_compute_time=0.390,activation_size=70647808.0,parameter_size=2816.0]"] node106 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=0.563,backward_compute_time=1.023,activation_size=6422528.0,parameter_size=147456.0]"] node107 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=77070336.0,parameter_size=0.0]"] node104 [label="BatchNorm2d(128, 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=1024.0]"] node105 [label="ReLU(inplace) [forward_compute_time=0.291,backward_compute_time=0.162,activation_size=25690112.0,parameter_size=0.0]"] node108 [label="BatchNorm2d(384, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.658,backward_compute_time=0.424,activation_size=77070336.0,parameter_size=3072.0]"] node109 [label="ReLU(inplace) [forward_compute_time=0.411,backward_compute_time=0.308,activation_size=77070336.0,parameter_size=0.0]"] node177 [label="Conv2d(416, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=1.343,backward_compute_time=0.478,activation_size=6422528.0,parameter_size=212992.0]"] node176 [label="ReLU(inplace) [forward_compute_time=0.312,backward_compute_time=0.111,activation_size=20873216.0,parameter_size=0.0]"] node175 [label="BatchNorm2d(416, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.411,backward_compute_time=0.158,activation_size=20873216.0,parameter_size=3328.0]"] node174 [label="Concat(1) [forward_compute_time=0.000,backward_compute_time=0.000,activation_size=20873216.0,parameter_size=0.0]"] node173 [label="Conv2d(128, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) [forward_compute_time=1.313,backward_compute_time=0.340,activation_size=1605632.0,parameter_size=147456.0]"] node172 [label="ReLU(inplace) [forward_compute_time=0.289,backward_compute_time=0.049,activation_size=6422528.0,parameter_size=0.0]"] node171 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.339,backward_compute_time=0.082,activation_size=6422528.0,parameter_size=1024.0]"] node170 [label="Conv2d(384, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.445,backward_compute_time=0.419,activation_size=6422528.0,parameter_size=196608.0]"] node179 [label="ReLU(inplace) [forward_compute_time=0.273,backward_compute_time=0.048,activation_size=6422528.0,parameter_size=0.0]"] node178 [label="BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.348,backward_compute_time=0.087,activation_size=6422528.0,parameter_size=1024.0]"] node261 [label="Conv2d(800, 128, kernel_size=(1, 1), stride=(1, 1), bias=False) [forward_compute_time=0.593,backward_compute_time=0.711,activation_size=6422528.0,parameter_size=409600.0]"] node189 [label="BatchNorm2d(480, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) [forward_compute_time=0.385,backward_compute_time=0.222,activation_size=24084480.0,parameter_size=3840.0]"] node313 -> node314 node312 -> node313 node258 -> node259 node258 -> node265 node259 -> node260 node317 -> node318 node316 -> node317 node315 -> node316 node314 -> node315 node252 -> node253 node253 -> node254 node250 -> node251 node318 -> node319 node318 -> node325 node256 -> node257 node257 -> node258 node254 -> node255 node255 -> node256 node268 -> node269 node229 -> node230 node228 -> node229 node227 -> node228 node226 -> node227 node225 -> node226 node224 -> node225 node223 -> node224 node223 -> node230 node311 -> node312 node311 -> node318 node221 -> node222 node220 -> node221 node9 -> node10 node8 -> node9 node310 -> node311 node1 -> node2 node381 -> node382 node381 -> node388 node3 -> node4 node2 -> node3 node5 -> node6 node5 -> node12 node4 -> node5 node7 -> node8 node6 -> node7 node319 -> node320 node99 -> node100 node98 -> node99 node251 -> node252 node251 -> node258 node91 -> node92 node90 -> node91 node93 -> node94 node93 -> node100 node92 -> node93 node95 -> node96 node94 -> node95 node97 -> node98 node96 -> node97 node428 -> node429 node139 -> node146 node139 -> node140 node138 -> node139 node133 -> node134 node132 -> node133 node131 -> node132 node130 -> node131 node137 -> node138 node136 -> node137 node135 -> node136 node134 -> node135 node409 -> node410 node409 -> node416 node408 -> node409 node263 -> node264 node262 -> node263 node188 -> node195 node188 -> node189 node260 -> node261 node267 -> node268 node266 -> node267 node265 -> node266 node265 -> node272 node264 -> node265 node182 -> node183 node183 -> node184 node180 -> node181 node181 -> node182 node181 -> node188 node186 -> node187 node187 -> node188 node184 -> node185 node185 -> node186 node348 -> node349 node349 -> node350 node344 -> node345 node345 -> node346 node346 -> node347 node346 -> node353 node347 -> node348 node340 -> node341 node341 -> node342 node342 -> node343 node343 -> node344 node59 -> node60 node58 -> node59 node58 -> node65 node55 -> node56 node54 -> node55 node57 -> node58 node56 -> node57 node51 -> node58 node51 -> node52 node50 -> node51 node53 -> node54 node52 -> node53 node281 -> node282 node406 -> node407 node280 -> node281 node289 -> node290 node288 -> node289 node164 -> node165 node165 -> node166 node166 -> node167 node167 -> node174 node167 -> node168 node160 -> node161 node160 -> node167 node161 -> node162 node162 -> node163 node163 -> node164 node168 -> node169 node169 -> node170 node362 -> node363 node363 -> node364 node300 -> node301 node300 -> node307 node301 -> node302 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 -> node14 node12 -> node13 node12 -> node19 node15 -> node16 node14 -> node15 node17 -> node18 node16 -> node17 node19 -> node20 node19 -> node26 node18 -> node19 node222 -> node223 node388 -> node389 node388 -> node395 node238 -> node239 node239 -> node240 node389 -> node390 node234 -> node235 node235 -> node236 node236 -> node237 node237 -> node244 node237 -> node238 node230 -> node231 node230 -> node237 node231 -> node232 node232 -> node233 node233 -> node234 node193 -> node194 node192 -> node193 node380 -> node381 node382 -> node383 node383 -> node384 node384 -> node385 node385 -> node386 node128 -> node129 node128 -> node135 node129 -> node130 node283 -> node284 node282 -> node283 node285 -> node286 node284 -> node285 node287 -> node288 node286 -> node287 node286 -> node293 node120 -> node121 node121 -> node128 node121 -> node122 node122 -> node123 node123 -> node124 node124 -> node125 node125 -> node126 node126 -> node127 node127 -> node128 node368 -> node369 node369 -> node370 node416 -> node423 node416 -> node417 node270 -> node271 node271 -> node272 node272 -> node273 node272 -> node279 node273 -> node274 node274 -> node275 node275 -> node276 node276 -> node277 node277 -> node278 node278 -> node279 node279 -> node280 node279 -> node286 node379 -> node380 node378 -> node379 node371 -> node372 node370 -> node371 node373 -> node374 node372 -> node373 node375 -> node376 node374 -> node375 node374 -> node381 node377 -> node378 node376 -> node377 node68 -> node69 node69 -> node70 node60 -> node61 node61 -> node62 node62 -> node63 node63 -> node64 node64 -> node65 node65 -> node66 node65 -> node72 node66 -> node67 node67 -> node68 node151 -> node152 node150 -> node151 node153 -> node154 node153 -> node160 node152 -> node153 node155 -> node156 node154 -> node155 node157 -> node158 node156 -> node157 node159 -> node160 node158 -> node159 node405 -> node406 node404 -> node405 node403 -> node404 node402 -> node409 node402 -> node403 node401 -> node402 node400 -> node401 node421 -> node422 node420 -> node421 node423 -> node424 node422 -> node423 node425 -> node426 node424 -> node425 node424 -> node427 node427 -> node428 node426 -> node428 node339 -> node346 node339 -> node340 node338 -> node339 node335 -> node336 node334 -> node335 node337 -> node338 node336 -> node337 node331 -> node332 node330 -> node331 node333 -> node334 node332 -> node333 node332 -> node339 node28 -> node29 node29 -> node30 node24 -> node25 node25 -> node26 node26 -> node27 node26 -> node33 node27 -> node28 node20 -> node21 node21 -> node22 node22 -> node23 node23 -> node24 node209 -> node216 node209 -> node210 node208 -> node209 node201 -> node202 node200 -> node201 node203 -> node204 node202 -> node209 node202 -> node203 node205 -> node206 node204 -> node205 node207 -> node208 node206 -> node207 node115 -> node116 node114 -> node121 node114 -> node115 node117 -> node118 node116 -> node117 node111 -> node112 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 node293 -> node300 node290 -> node291 node291 -> node292 node386 -> node387 node387 -> node388 node407 -> node408 node366 -> node367 node367 -> node368 node367 -> node374 node364 -> node365 node365 -> node366 node249 -> node250 node248 -> node249 node360 -> node361 node360 -> node367 node361 -> node362 node245 -> node246 node244 -> node251 node244 -> node245 node247 -> node248 node246 -> node247 node241 -> node242 node240 -> node241 node243 -> node244 node242 -> node243 node77 -> node78 node76 -> node77 node75 -> node76 node74 -> node75 node73 -> node74 node72 -> node79 node72 -> node73 node71 -> node72 node70 -> node71 node79 -> node80 node79 -> node86 node78 -> node79 node399 -> node400 node398 -> node399 node393 -> node394 node392 -> node393 node391 -> node392 node390 -> node391 node397 -> node398 node396 -> node397 node395 -> node396 node395 -> node402 node394 -> node395 node88 -> node89 node89 -> node90 node82 -> node83 node83 -> node84 node80 -> node81 node81 -> node82 node86 -> node87 node86 -> node93 node87 -> node88 node84 -> node85 node85 -> node86 node418 -> node419 node419 -> node420 node148 -> node149 node149 -> node150 node146 -> node147 node146 -> node153 node147 -> node148 node144 -> node145 node145 -> node146 node142 -> node143 node143 -> node144 node140 -> node141 node141 -> node142 node269 -> node270 node414 -> node415 node328 -> node329 node329 -> node330 node415 -> node416 node322 -> node323 node323 -> node324 node320 -> node321 node321 -> node322 node326 -> node327 node327 -> node328 node324 -> node325 node325 -> node332 node325 -> node326 node417 -> node418 node410 -> node411 node411 -> node412 node412 -> node413 node413 -> node414 node39 -> node40 node38 -> node39 node33 -> node40 node33 -> node34 node32 -> node33 node31 -> node32 node30 -> node31 node37 -> node38 node36 -> node37 node35 -> node36 node34 -> node35 node216 -> node217 node216 -> node223 node217 -> node218 node214 -> node215 node215 -> node216 node199 -> node200 node213 -> node214 node210 -> node211 node211 -> node212 node195 -> node196 node195 -> node202 node194 -> node195 node197 -> node198 node196 -> node197 node191 -> node192 node190 -> node191 node218 -> node219 node219 -> node220 node359 -> node360 node358 -> node359 node357 -> node358 node356 -> node357 node355 -> node356 node354 -> node355 node353 -> node354 node353 -> node360 node352 -> node353 node351 -> node352 node350 -> node351 node48 -> node49 node49 -> node50 node46 -> node47 node47 -> node48 node44 -> node45 node45 -> node46 node42 -> node43 node43 -> node44 node40 -> node41 node40 -> node47 node41 -> node42 node102 -> node103 node103 -> node104 node100 -> node107 node100 -> node101 node101 -> node102 node106 -> node107 node107 -> node108 node107 -> node114 node104 -> node105 node105 -> node106 node108 -> node109 node109 -> node110 node177 -> node178 node176 -> node177 node175 -> node176 node174 -> node175 node174 -> node181 node173 -> node174 node172 -> node173 node171 -> node172 node170 -> node171 node179 -> node180 node178 -> node179 node261 -> node262 node189 -> node190 }