Looking at the Inceptionv3 model defined in PyTorch ( see this file 80 ), is there a way to use its pre-trained version but removing its fully connected layer ? I am not looking to do fine-tuning. I am looking to completely eliminate the fully connected layer as I am trying to do something else.