Sigmoid before BCEWithLogitsLoss

[Aaron4Fun]

Is the sigmoid activation necessary before the output is fed into BCEWithLogitsLoss? Are there any reasons not using it in your code? Thanks in advance.

[lopuhin]

This loss expects logits, so sigmoid must not be added here.