# Codeblock 9 Output
residual          : torch.Size([1, 24, 56, 56])
after pwconv0     : torch.Size([1, 144, 56, 56])
after bn_pwconv0  : torch.Size([1, 144, 56, 56])
after relu        : torch.Size([1, 144, 56, 56])
after dwconv      : torch.Size([1, 144, 56, 56])
after bn_dwconv   : torch.Size([1, 144, 56, 56])
after relu        : torch.Size([1, 144, 56, 56])
after pwconv1     : torch.Size([1, 24, 56, 56])
after bn_pwconv1  : torch.Size([1, 24, 56, 56])
after summation   : torch.Size([1, 24, 56, 56])