node11 -- Add(inplace) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=205520896.000, parameter_size=0.000 node10 -- BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.208, backward_compute_time=1.154, activation_size=205520896.000, parameter_size=512.000 node13 -- Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.430, backward_compute_time=9.810, activation_size=205520896.000, parameter_size=147456.000 node12 -- ReLU(inplace) -- forward_compute_time=0.160, backward_compute_time=1.458, activation_size=205520896.000, parameter_size=0.000 node15 -- ReLU(inplace) -- forward_compute_time=0.317, backward_compute_time=0.729, activation_size=205520896.000, parameter_size=0.000 node14 -- BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.168, backward_compute_time=1.150, activation_size=205520896.000, parameter_size=512.000 node17 -- BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.235, backward_compute_time=1.147, activation_size=205520896.000, parameter_size=512.000 node16 -- Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.262, backward_compute_time=10.814, activation_size=205520896.000, parameter_size=147456.000 node19 -- ReLU(inplace) -- forward_compute_time=0.120, backward_compute_time=1.494, activation_size=205520896.000, parameter_size=0.000 node18 -- Add(inplace) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=205520896.000, parameter_size=0.000 node31 -- ReLU(inplace) -- forward_compute_time=0.114, backward_compute_time=0.390, activation_size=102760448.000, parameter_size=0.000 node30 -- BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.160, backward_compute_time=0.581, activation_size=102760448.000, parameter_size=1024.000 node37 -- BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.156, backward_compute_time=0.455, activation_size=51380224.000, parameter_size=2048.000 node36 -- Conv2d(128, 256, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False) -- forward_compute_time=0.322, backward_compute_time=7.350, activation_size=51380224.000, parameter_size=1179648.000 node35 -- ReLU(inplace) -- forward_compute_time=0.110, backward_compute_time=0.744, activation_size=102760448.000, parameter_size=0.000 node34 -- Add(inplace) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=102760448.000, parameter_size=0.000 node60 -- ReLU(inplace) -- forward_compute_time=0.110, backward_compute_time=0.187, activation_size=25690112.000, parameter_size=0.000 node38 -- ReLU(inplace) -- forward_compute_time=0.111, backward_compute_time=0.212, activation_size=51380224.000, parameter_size=0.000 node59 -- Add(inplace) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=25690112.000, parameter_size=0.000 node58 -- BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.934, backward_compute_time=0.194, activation_size=25690112.000, parameter_size=4096.000 node61 -- Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.168, backward_compute_time=3.821, activation_size=25690112.000, parameter_size=9437184.000 node55 -- Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=1.245, backward_compute_time=3.828, activation_size=25690112.000, parameter_size=9437184.000 node54 -- ReLU(inplace) -- forward_compute_time=0.155, backward_compute_time=0.119, activation_size=25690112.000, parameter_size=0.000 node57 -- Conv2d(256, 512, kernel_size=(1, 1), stride=(2, 2), bias=False) -- forward_compute_time=0.232, backward_compute_time=1.874, activation_size=25690112.000, parameter_size=524288.000 node56 -- BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.200, backward_compute_time=0.191, activation_size=25690112.000, parameter_size=4096.000 node51 -- ReLU(inplace) -- forward_compute_time=0.109, backward_compute_time=0.370, activation_size=51380224.000, parameter_size=0.000 node50 -- Add(inplace) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=51380224.000, parameter_size=0.000 node53 -- BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.170, backward_compute_time=0.191, activation_size=25690112.000, parameter_size=4096.000 node52 -- Conv2d(256, 512, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False) -- forward_compute_time=0.327, backward_compute_time=6.450, activation_size=25690112.000, parameter_size=4718592.000 node63 -- ReLU(inplace) -- forward_compute_time=0.110, backward_compute_time=0.122, activation_size=25690112.000, parameter_size=0.000 node71 -- Linear(in_features=512, out_features=1000, bias=True) -- forward_compute_time=0.199, backward_compute_time=71.499, activation_size=1024000.000, parameter_size=2052000.000 node64 -- Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.149, backward_compute_time=5.013, activation_size=25690112.000, parameter_size=9437184.000 node70 -- View(inplace) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=524288.000, parameter_size=0.000 node65 -- BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.160, backward_compute_time=0.226, activation_size=25690112.000, parameter_size=4096.000 node62 -- BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.157, backward_compute_time=0.192, activation_size=25690112.000, parameter_size=4096.000 node33 -- BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.160, backward_compute_time=0.586, activation_size=102760448.000, parameter_size=1024.000 node66 -- Add(inplace) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=25690112.000, parameter_size=0.000 node32 -- Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.196, backward_compute_time=4.873, activation_size=102760448.000, parameter_size=589824.000 node39 -- Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.995, backward_compute_time=4.117, activation_size=51380224.000, parameter_size=2359296.000 node67 -- ReLU(inplace) -- forward_compute_time=0.109, backward_compute_time=0.168, activation_size=25690112.000, parameter_size=0.000 node28 -- ReLU(inplace) -- forward_compute_time=0.109, backward_compute_time=0.730, activation_size=102760448.000, parameter_size=0.000 node29 -- Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.197, backward_compute_time=4.329, activation_size=102760448.000, parameter_size=589824.000 node24 -- BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.161, backward_compute_time=1.153, activation_size=102760448.000, parameter_size=1024.000 node25 -- Conv2d(64, 128, kernel_size=(1, 1), stride=(2, 2), bias=False) -- forward_compute_time=0.212, backward_compute_time=1.976, activation_size=102760448.000, parameter_size=32768.000 node26 -- BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.153, backward_compute_time=0.575, activation_size=102760448.000, parameter_size=1024.000 node27 -- Add(inplace) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=102760448.000, parameter_size=0.000 node20 -- Conv2d(64, 128, kernel_size=(3, 3), stride=(2, 2), padding=(1, 1), bias=False) -- forward_compute_time=0.395, backward_compute_time=8.499, activation_size=102760448.000, parameter_size=294912.000 node21 -- BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.182, backward_compute_time=0.578, activation_size=102760448.000, parameter_size=1024.000 node22 -- ReLU(inplace) -- forward_compute_time=0.111, backward_compute_time=0.388, activation_size=102760448.000, parameter_size=0.000 node23 -- Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.608, backward_compute_time=4.193, activation_size=102760448.000, parameter_size=589824.000 node68 -- AvgPool2d(kernel_size=7, stride=1, padding=0) -- forward_compute_time=0.128, backward_compute_time=0.259, activation_size=524288.000, parameter_size=0.000 node69 -- Size(inplace) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=4.000, parameter_size=0.000 node48 -- Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.153, backward_compute_time=5.267, activation_size=51380224.000, parameter_size=2359296.000 node49 -- BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.156, backward_compute_time=0.309, activation_size=51380224.000, parameter_size=2048.000 node46 -- BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.153, backward_compute_time=0.306, activation_size=51380224.000, parameter_size=2048.000 node47 -- ReLU(inplace) -- forward_compute_time=0.109, backward_compute_time=0.210, activation_size=51380224.000, parameter_size=0.000 node44 -- ReLU(inplace) -- forward_compute_time=0.108, backward_compute_time=0.368, activation_size=51380224.000, parameter_size=0.000 node45 -- Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.164, backward_compute_time=4.115, activation_size=51380224.000, parameter_size=2359296.000 node42 -- BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.152, backward_compute_time=0.306, activation_size=51380224.000, parameter_size=2048.000 node43 -- Add(inplace) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=51380224.000, parameter_size=0.000 node40 -- BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.155, backward_compute_time=0.301, activation_size=51380224.000, parameter_size=2048.000 node41 -- Conv2d(128, 256, kernel_size=(1, 1), stride=(2, 2), bias=False) -- forward_compute_time=0.199, backward_compute_time=1.427, activation_size=51380224.000, parameter_size=131072.000 node9 -- Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=1.375, backward_compute_time=9.810, activation_size=205520896.000, parameter_size=147456.000 node8 -- ReLU(inplace) -- forward_compute_time=0.154, backward_compute_time=0.731, activation_size=205520896.000, parameter_size=0.000 node1 -- Input -- forward_compute_time=485.608, backward_compute_time=0.000, activation_size=154140672.000, parameter_size=0.000 node3 -- BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.232, backward_compute_time=6.224, activation_size=822083584.000, parameter_size=512.000 node2 -- Conv2d(3, 64, kernel_size=(7, 7), stride=(2, 2), padding=(3, 3), bias=False) -- forward_compute_time=0.737, backward_compute_time=9.246, activation_size=822083584.000, parameter_size=37632.000 node5 -- MaxPool2d(kernel_size=3, stride=2, padding=1, dilation=1, ceil_mode=False) -- forward_compute_time=0.180, backward_compute_time=5.112, activation_size=205520896.000, parameter_size=0.000 node4 -- ReLU(inplace) -- forward_compute_time=0.141, backward_compute_time=2.768, activation_size=822083584.000, parameter_size=0.000 node7 -- BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) -- forward_compute_time=0.535, backward_compute_time=1.210, activation_size=205520896.000, parameter_size=512.000 node6 -- Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) -- forward_compute_time=0.935, backward_compute_time=9.794, activation_size=205520896.000, parameter_size=147456.000 node11 -- node12 node10 -- node11 node13 -- node14 node12 -- node18 node12 -- node13 node15 -- node16 node14 -- node15 node17 -- node18 node16 -- node17 node19 -- node20 node19 -- node25 node18 -- node19 node31 -- node32 node30 -- node31 node37 -- node38 node36 -- node37 node35 -- node36 node35 -- node41 node34 -- node35 node60 -- node61 node60 -- node66 node38 -- node39 node59 -- node60 node58 -- node59 node61 -- node62 node55 -- 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