node11 -- MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) -- forward_compute_time=2.211, backward_compute_time=2.788, activation_size=205520896.000, parameter_size=0.000 node10 -- ReLU(inplace) -- forward_compute_time=2.513, backward_compute_time=2.620, activation_size=822083584.000, parameter_size=0.000 node13 -- ReLU(inplace) -- forward_compute_time=1.377, backward_compute_time=1.380, activation_size=411041792.000, parameter_size=0.000 node12 -- Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=10.814, backward_compute_time=18.335, activation_size=411041792.000, parameter_size=1180672.000 node15 -- ReLU(inplace) -- forward_compute_time=1.640, backward_compute_time=1.463, activation_size=411041792.000, parameter_size=0.000 node14 -- Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=17.458, backward_compute_time=27.023, activation_size=411041792.000, parameter_size=2360320.000 node17 -- ReLU(inplace) -- forward_compute_time=1.549, backward_compute_time=1.321, activation_size=411041792.000, parameter_size=0.000 node16 -- Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=14.245, backward_compute_time=33.888, activation_size=411041792.000, parameter_size=2360320.000 node19 -- Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=9.249, backward_compute_time=14.574, activation_size=205520896.000, parameter_size=4720640.000 node18 -- MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) -- forward_compute_time=1.169, backward_compute_time=1.513, activation_size=102760448.000, parameter_size=0.000 node31 -- ReLU(inplace) -- forward_compute_time=0.455, backward_compute_time=0.175, activation_size=51380224.000, parameter_size=0.000 node30 -- Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=4.042, backward_compute_time=8.648, activation_size=51380224.000, parameter_size=9439232.000 node37 -- Dropout(p=0.5) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=2097152.000, parameter_size=0.000 node36 -- ReLU(inplace) -- forward_compute_time=0.377, backward_compute_time=0.030, activation_size=2097152.000, parameter_size=0.000 node35 -- Linear(in_features=25088, out_features=4096, bias=True) -- forward_compute_time=2.475, backward_compute_time=4.575, activation_size=2097152.000, parameter_size=411058176.000 node34 -- View(-1) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=12845056.000, parameter_size=0.000 node38 -- Linear(in_features=4096, out_features=4096, bias=True) -- forward_compute_time=0.709, backward_compute_time=0.734, activation_size=2097152.000, parameter_size=67125248.000 node33 -- Size(0) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=4.000, parameter_size=0.000 node32 -- MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) -- forward_compute_time=0.553, backward_compute_time=0.234, activation_size=12845056.000, parameter_size=0.000 node39 -- ReLU(inplace) -- forward_compute_time=0.277, backward_compute_time=0.032, activation_size=2097152.000, parameter_size=0.000 node28 -- Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=4.070, backward_compute_time=7.396, activation_size=51380224.000, parameter_size=9439232.000 node29 -- ReLU(inplace) -- forward_compute_time=0.463, backward_compute_time=0.190, activation_size=51380224.000, parameter_size=0.000 node24 -- ReLU(inplace) -- forward_compute_time=0.881, backward_compute_time=0.642, activation_size=205520896.000, parameter_size=0.000 node25 -- MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) -- forward_compute_time=0.802, backward_compute_time=0.781, activation_size=51380224.000, parameter_size=0.000 node26 -- Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=5.608, backward_compute_time=7.381, activation_size=51380224.000, parameter_size=9439232.000 node27 -- ReLU(inplace) -- forward_compute_time=0.784, backward_compute_time=0.266, activation_size=51380224.000, parameter_size=0.000 node20 -- ReLU(inplace) -- forward_compute_time=1.026, backward_compute_time=0.696, activation_size=205520896.000, parameter_size=0.000 node21 -- Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=15.359, backward_compute_time=21.900, activation_size=205520896.000, parameter_size=9439232.000 node22 -- ReLU(inplace) -- forward_compute_time=0.848, backward_compute_time=0.679, activation_size=205520896.000, parameter_size=0.000 node23 -- Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=11.775, backward_compute_time=28.670, activation_size=205520896.000, parameter_size=9439232.000 node40 -- Dropout(p=0.5) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=2097152.000, parameter_size=0.000 node41 -- Linear(in_features=4096, out_features=1000, bias=True) -- forward_compute_time=0.393, backward_compute_time=0.548, activation_size=512000.000, parameter_size=16388000.000 node9 -- Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=22.062, backward_compute_time=53.379, activation_size=822083584.000, parameter_size=590336.000 node8 -- ReLU(inplace) -- forward_compute_time=2.359, backward_compute_time=2.738, activation_size=822083584.000, parameter_size=0.000 node1 -- Input -- forward_compute_time=17.972, backward_compute_time=0.000, activation_size=77070336.000, parameter_size=0.000 node3 -- ReLU(inplace) -- forward_compute_time=4.446, backward_compute_time=5.553, activation_size=1644167168.000, parameter_size=0.000 node2 -- Conv2d(3, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=22.307, backward_compute_time=24.613, activation_size=1644167168.000, parameter_size=7168.000 node5 -- ReLU(inplace) -- forward_compute_time=4.455, backward_compute_time=5.311, activation_size=1644167168.000, parameter_size=0.000 node4 -- Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=46.201, backward_compute_time=113.330, activation_size=1644167168.000, parameter_size=147712.000 node7 -- Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=15.155, backward_compute_time=39.648, activation_size=822083584.000, parameter_size=295424.000 node6 -- MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) -- forward_compute_time=3.795, backward_compute_time=5.579, activation_size=411041792.000, parameter_size=0.000 node11 -- node12 node10 -- node11 node13 -- node14 node12 -- node13 node15 -- node16 node14 -- node15 node17 -- node18 node16 -- node17 node19 -- node20 node18 -- node19 node31 -- node32 node30 -- node31 node37 -- node38 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