node11 -- Concat(1) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=382205952.000, parameter_size=0.000 node10 -- ReLU(inplace) -- forward_compute_time=1.144, backward_compute_time=0.677, activation_size=191102976.000, parameter_size=0.000 node13 -- ReLU(inplace) -- forward_compute_time=0.537, backward_compute_time=0.310, activation_size=47775744.000, parameter_size=0.000 node12 -- Conv2d(128, 16, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=2.271, backward_compute_time=5.579, activation_size=47775744.000, parameter_size=8256.000 node15 -- ReLU(inplace) -- forward_compute_time=0.786, backward_compute_time=0.716, activation_size=191102976.000, parameter_size=0.000 node14 -- Conv2d(16, 64, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=1.256, backward_compute_time=3.804, activation_size=191102976.000, parameter_size=4352.000 node17 -- ReLU(inplace) -- forward_compute_time=0.724, backward_compute_time=0.711, activation_size=191102976.000, parameter_size=0.000 node16 -- Conv2d(16, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=1.953, backward_compute_time=7.042, activation_size=191102976.000, parameter_size=37120.000 node19 -- Conv2d(128, 32, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=2.378, backward_compute_time=5.842, activation_size=95551488.000, parameter_size=16512.000 node18 -- Concat(1) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=382205952.000, parameter_size=0.000 node31 -- Conv2d(32, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=1.583, backward_compute_time=3.482, activation_size=95551488.000, parameter_size=147968.000 node30 -- ReLU(inplace) -- forward_compute_time=0.457, backward_compute_time=0.378, activation_size=95551488.000, parameter_size=0.000 node37 -- ReLU(inplace) -- forward_compute_time=0.595, backward_compute_time=0.535, activation_size=143327232.000, parameter_size=0.000 node36 -- Conv2d(48, 192, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=1.230, backward_compute_time=1.842, activation_size=143327232.000, parameter_size=37632.000 node35 -- ReLU(inplace) -- forward_compute_time=0.317, backward_compute_time=0.252, activation_size=35831808.000, parameter_size=0.000 node34 -- Conv2d(256, 48, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=1.405, backward_compute_time=3.923, activation_size=35831808.000, parameter_size=49344.000 node60 -- Conv2d(64, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=1.312, backward_compute_time=2.221, activation_size=44302336.000, parameter_size=590848.000 node38 -- Conv2d(48, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=2.521, backward_compute_time=5.410, activation_size=143327232.000, parameter_size=332544.000 node59 -- ReLU(inplace) -- forward_compute_time=0.344, backward_compute_time=0.184, activation_size=44302336.000, parameter_size=0.000 node58 -- Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=0.634, backward_compute_time=0.764, activation_size=44302336.000, parameter_size=66560.000 node61 -- ReLU(inplace) -- forward_compute_time=0.356, backward_compute_time=0.458, activation_size=44302336.000, parameter_size=0.000 node55 -- MaxPool2d(kernel_size=3, stride=2, padding=0, dilation=1, ceil_mode=True) -- forward_compute_time=2.135, backward_compute_time=2.238, activation_size=88604672.000, parameter_size=0.000 node54 -- Concat(1) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=382205952.000, parameter_size=0.000 node57 -- ReLU(inplace) -- forward_compute_time=1.086, backward_compute_time=0.083, activation_size=11075584.000, parameter_size=0.000 node56 -- Conv2d(512, 64, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=0.705, backward_compute_time=1.394, activation_size=11075584.000, parameter_size=131328.000 node51 -- ReLU(inplace) -- forward_compute_time=0.729, backward_compute_time=0.694, activation_size=191102976.000, parameter_size=0.000 node50 -- Conv2d(64, 256, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=1.647, backward_compute_time=2.534, activation_size=191102976.000, parameter_size=66560.000 node53 -- ReLU(inplace) -- forward_compute_time=0.754, backward_compute_time=0.690, activation_size=191102976.000, parameter_size=0.000 node52 -- Conv2d(64, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=3.497, backward_compute_time=7.333, activation_size=191102976.000, parameter_size=590848.000 node63 -- Dropout(p=0.5) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=88604672.000, parameter_size=0.000 node64 -- Conv2d(512, 1000, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=5.606, backward_compute_time=10.482, activation_size=173056000.000, parameter_size=2052000.000 node65 -- ReLU(inplace) -- forward_compute_time=0.681, backward_compute_time=0.644, activation_size=173056000.000, parameter_size=0.000 node62 -- Concat(1) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=88604672.000, parameter_size=0.000 node33 -- Concat(1) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=191102976.000, parameter_size=0.000 node66 -- AvgPool2d(kernel_size=13, stride=1, padding=0) -- forward_compute_time=3.250, backward_compute_time=1.241, activation_size=1024000.000, parameter_size=0.000 node32 -- ReLU(inplace) -- forward_compute_time=0.471, backward_compute_time=0.365, activation_size=95551488.000, parameter_size=0.000 node39 -- ReLU(inplace) -- forward_compute_time=0.606, backward_compute_time=0.549, activation_size=143327232.000, parameter_size=0.000 node67 -- Size(0) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=4.000, parameter_size=0.000 node28 -- ReLU(inplace) -- forward_compute_time=0.506, backward_compute_time=0.160, activation_size=23887872.000, parameter_size=0.000 node29 -- Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=0.959, backward_compute_time=1.727, activation_size=95551488.000, parameter_size=16896.000 node24 -- ReLU(inplace) -- forward_compute_time=1.204, backward_compute_time=1.388, activation_size=382205952.000, parameter_size=0.000 node25 -- Concat(1) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=764411904.000, parameter_size=0.000 node26 -- MaxPool2d(kernel_size=3, stride=2, padding=0, dilation=1, ceil_mode=True) -- forward_compute_time=4.097, backward_compute_time=4.337, activation_size=191102976.000, parameter_size=0.000 node27 -- Conv2d(256, 32, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=0.911, backward_compute_time=2.532, activation_size=23887872.000, parameter_size=32896.000 node20 -- ReLU(inplace) -- forward_compute_time=0.463, backward_compute_time=0.675, activation_size=95551488.000, parameter_size=0.000 node21 -- Conv2d(32, 128, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=2.557, backward_compute_time=6.645, activation_size=382205952.000, parameter_size=16896.000 node22 -- ReLU(inplace) -- forward_compute_time=1.202, backward_compute_time=1.387, activation_size=382205952.000, parameter_size=0.000 node23 -- Conv2d(32, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=6.236, backward_compute_time=13.302, activation_size=382205952.000, parameter_size=147968.000 node68 -- View(1000) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=1024000.000, parameter_size=0.000 node48 -- Conv2d(384, 64, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=1.959, backward_compute_time=4.480, activation_size=47775744.000, parameter_size=98560.000 node49 -- ReLU(inplace) -- forward_compute_time=0.341, backward_compute_time=0.333, activation_size=47775744.000, parameter_size=0.000 node46 -- ReLU(inplace) -- forward_compute_time=0.590, backward_compute_time=0.532, activation_size=143327232.000, parameter_size=0.000 node47 -- Concat(1) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=286654464.000, parameter_size=0.000 node44 -- ReLU(inplace) -- forward_compute_time=0.581, backward_compute_time=0.533, activation_size=143327232.000, parameter_size=0.000 node45 -- Conv2d(48, 192, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=2.274, backward_compute_time=5.899, activation_size=143327232.000, parameter_size=332544.000 node42 -- ReLU(inplace) -- forward_compute_time=0.309, backward_compute_time=0.246, activation_size=35831808.000, parameter_size=0.000 node43 -- Conv2d(48, 192, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=1.145, backward_compute_time=2.051, activation_size=143327232.000, parameter_size=37632.000 node40 -- Concat(1) -- forward_compute_time=0.000, backward_compute_time=0.000, activation_size=286654464.000, parameter_size=0.000 node41 -- Conv2d(384, 48, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=1.917, backward_compute_time=3.977, activation_size=35831808.000, parameter_size=73920.000 node9 -- Conv2d(16, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) -- forward_compute_time=2.436, backward_compute_time=6.521, activation_size=191102976.000, parameter_size=37120.000 node8 -- ReLU(inplace) -- forward_compute_time=0.722, backward_compute_time=0.691, activation_size=191102976.000, parameter_size=0.000 node1 -- Input -- forward_compute_time=474.637, backward_compute_time=0.000, activation_size=154140672.000, parameter_size=0.000 node3 -- ReLU(inplace) -- forward_compute_time=3.399, backward_compute_time=4.066, activation_size=1167949824.000, parameter_size=0.000 node2 -- Conv2d(3, 96, kernel_size=(7, 7), stride=(2, 2)) -- forward_compute_time=28.489, backward_compute_time=22.605, activation_size=1167949824.000, parameter_size=56832.000 node5 -- Conv2d(96, 16, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=1.829, backward_compute_time=5.238, activation_size=47775744.000, parameter_size=6208.000 node4 -- MaxPool2d(kernel_size=3, stride=2, padding=0, dilation=1, ceil_mode=True) -- forward_compute_time=3.183, backward_compute_time=6.527, activation_size=286654464.000, parameter_size=0.000 node7 -- Conv2d(16, 64, kernel_size=(1, 1), stride=(1, 1)) -- forward_compute_time=2.374, backward_compute_time=3.550, activation_size=191102976.000, parameter_size=4352.000 node6 -- ReLU(inplace) -- forward_compute_time=0.594, backward_compute_time=0.340, activation_size=47775744.000, parameter_size=0.000 node11 -- node12 node10 -- node11 node13 -- node14 node13 -- node16 node12 -- node13 node15 -- node18 node14 -- node15 node17 -- node18 node16 -- node17 node19 -- node20 node18 -- node19 node31 -- node32 node30 -- node33 node37 -- node40 node36 -- node37 node35 -- node36 node35 -- node38 node34 -- node35 node60 -- node61 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