# Codeblock 8 Outputoriginal       : torch.Size([1, 3, 224, 224])after stem     : torch.Size([1, 96, 56, 56])after permute  : torch.Size([1, 56, 56, 96])after normstem : torch.Size([1, 56, 56, 96])after permute  : torch.Size([1, 96, 56, 56])after res2 #0  : torch.Size([1, 96, 56, 56])after res2 #1  : torch.Size([1, 96, 56, 56])after res2 #2  : torch.Size([1, 96, 56, 56])after res3 #0  : torch.Size([1, 192, 28, 28])  #(1)after res3 #1  : torch.Size([1, 192, 28, 28])after res3 #2  : torch.Size([1, 192, 28, 28])after res4 #0  : torch.Size([1, 384, 14, 14])  #(2)after res4 #1  : torch.Size([1, 384, 14, 14])after res4 #2  : torch.Size([1, 384, 14, 14])after res4 #3  : torch.Size([1, 384, 14, 14])after res4 #4  : torch.Size([1, 384, 14, 14])after res4 #5  : torch.Size([1, 384, 14, 14])after res4 #6  : torch.Size([1, 384, 14, 14])after res4 #7  : torch.Size([1, 384, 14, 14])after res4 #8  : torch.Size([1, 384, 14, 14])after res5 #0  : torch.Size([1, 768, 7, 7])    #(3)after res5 #1  : torch.Size([1, 768, 7, 7])after res5 #2  : torch.Size([1, 768, 7, 7])after avgpool  : torch.Size([1, 768, 1, 1])    #(4)after permute  : torch.Size([1, 1, 1, 768])after normpool : torch.Size([1, 1, 1, 768])after permute  : torch.Size([1, 768, 1, 1])after reshape  : torch.Size([1, 768])after fc       : torch.Size([1, 1000])         #(5)