# Codeblock 8 Outputoriginal               : torch.Size([1, 3, 224, 224])after resnext_conv1    : torch.Size([1, 64, 112, 112])after resnext_maxpool1 : torch.Size([1, 64, 56, 56])after resnext_conv2 #0 : torch.Size([1, 256, 56, 56])after resnext_conv2 #1 : torch.Size([1, 256, 56, 56])after resnext_conv2 #2 : torch.Size([1, 256, 56, 56])after resnext_conv3 #0 : torch.Size([1, 512, 28, 28])after resnext_conv3 #1 : torch.Size([1, 512, 28, 28])after resnext_conv3 #2 : torch.Size([1, 512, 28, 28])after resnext_conv3 #3 : torch.Size([1, 512, 28, 28])after resnext_conv4 #0 : torch.Size([1, 1024, 14, 14])after resnext_conv4 #1 : torch.Size([1, 1024, 14, 14])after resnext_conv4 #2 : torch.Size([1, 1024, 14, 14])after resnext_conv4 #3 : torch.Size([1, 1024, 14, 14])after resnext_conv4 #4 : torch.Size([1, 1024, 14, 14])after resnext_conv4 #5 : torch.Size([1, 1024, 14, 14])after resnext_conv5 #0 : torch.Size([1, 2048, 7, 7])after resnext_conv5 #1 : torch.Size([1, 2048, 7, 7])after resnext_conv5 #2 : torch.Size([1, 2048, 7, 7])after avgpool          : torch.Size([1, 2048, 1, 1])after flatten          : torch.Size([1, 2048])after fc               : torch.Size([1, 1000])