Model(
  3.87 M, 100.000% Params, 70.26 MMac, 100.000% MACs, 
  (conv0): Conv2d(896, 0.023% Params, 917.5 KMac, 1.306% MACs, 3, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
  (bn0): BatchNorm2d(64, 0.002% Params, 65.54 KMac, 0.093% MACs, 32, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
  (relu0): ReLU(0, 0.000% Params, 32.77 KMac, 0.047% MACs, inplace=True)
  (pool1): MaxPool2d(0, 0.000% Params, 32.77 KMac, 0.047% MACs, kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)
  (conv2): Conv2d(18.5 k, 0.478% Params, 4.73 MMac, 6.739% MACs, 32, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
  (bn2): BatchNorm2d(128, 0.003% Params, 32.77 KMac, 0.047% MACs, 64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
  (relu2): ReLU(0, 0.000% Params, 16.38 KMac, 0.023% MACs, inplace=True)
  (pool3): MaxPool2d(0, 0.000% Params, 16.38 KMac, 0.023% MACs, kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)
  (conv4): Conv2d(73.86 k, 1.908% Params, 4.73 MMac, 6.727% MACs, 64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
  (bn4): BatchNorm2d(256, 0.007% Params, 16.38 KMac, 0.023% MACs, 128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
  (relu4): ReLU(0, 0.000% Params, 8.19 KMac, 0.012% MACs, inplace=True)
  (conv5): Conv2d(295.17 k, 7.627% Params, 18.89 MMac, 26.886% MACs, 128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
  (bn5): BatchNorm2d(512, 0.013% Params, 32.77 KMac, 0.047% MACs, 256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
  (relu5): ReLU(0, 0.000% Params, 16.38 KMac, 0.023% MACs, inplace=True)
  (conv6): Conv2d(590.08 k, 15.247% Params, 37.77 MMac, 53.748% MACs, 256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
  (bn6): BatchNorm2d(512, 0.013% Params, 32.77 KMac, 0.047% MACs, 256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
  (relu6): ReLU(0, 0.000% Params, 16.38 KMac, 0.023% MACs, inplace=True)
  (pool7): MaxPool2d(0, 0.000% Params, 16.38 KMac, 0.023% MACs, kernel_size=3, stride=2, padding=0, dilation=1, ceil_mode=False)
  (drop9): Dropout(0, 0.000% Params, 0.0 Mac, 0.000% MACs, p=0.5, inplace=False)
  (fc10): Linear(2.36 M, 60.987% Params, 2.36 MMac, 3.359% MACs, in_features=2304, out_features=1024, bias=True)
  (relu11): ReLU(0, 0.000% Params, 1.02 KMac, 0.001% MACs, inplace=True)
  (drop12): Dropout(0, 0.000% Params, 0.0 Mac, 0.000% MACs, p=0.5, inplace=False)
  (fc13): Linear(524.8 k, 13.560% Params, 524.8 KMac, 0.747% MACs, in_features=1024, out_features=512, bias=True)
  (relu14): ReLU(0, 0.000% Params, 512.0 Mac, 0.001% MACs, inplace=True)
  (fc15): Linear(5.13 k, 0.133% Params, 5.13 KMac, 0.007% MACs, in_features=512, out_features=10, bias=True)
)
