It seems the cross entropy loss in PyTorch already includes softmax. However in many GAN implementations (e.g. https://github.com/eriklindernoren/PyTorch-GAN/blob/master/implementations/acgan/acgan.py 9) I found that the last layer of the Discriminator includes Softmax. Is it wrong?