Does NLLLoss handle Log-Softmax and Softmax in the same way?

[ptrblck]

The formula in the docs is the negative log softmax written as:

- log ( exp(x[class]) / sum(exp(x[j]))

x are the logits here while exp()/sum(exp()) is the softmax function.