How to get the output probability distribution?

[yunusemre]

If you have binary classification (not (dog or cat), but (dog or others) ), i think softmax is not logical way. This post may help you. There are binary classification loss functions such as torch.nn.BCEWithLogitsLoss.

Is it ok to use nn.CrossEntropyLoss() even for binary classification?

I am training a binary classifier, however I have a softmax layer as the last layer, thus is it ok if I use nn.CrossEntropyLoss() as objective function instead of Binary Cross entropy loss? are there any difference?