# Codeblock 7 Output
original          : torch.Size([1, 16, 112, 112])
after pwconv0     : torch.Size([1, 96, 112, 112])  #(1)
after bn0_pwconv0 : torch.Size([1, 96, 112, 112])
after relu        : torch.Size([1, 96, 112, 112])
after dwconv      : torch.Size([1, 96, 56, 56])    #(2)
after bn_dwconv   : torch.Size([1, 96, 56, 56])
after relu        : torch.Size([1, 96, 56, 56])
after pwconv1     : torch.Size([1, 24, 56, 56])    #(3)
after bn_pwconv1  : torch.Size([1, 24, 56, 56])