I am using same model as stated in https://pytorch.org/tutorials/beginner/dcgan_faces_tutorial.html 7, DCGAN pytorch implementation. But instead of using BCE loss I am comparing  already defined   different  loss functions. When I run the code with MSE loss it collapses the model.
Please can anyone tell me the reason for it?