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yunjey avatar yunjey commented on May 21, 2024

You can see here. nn.CrossEntropy computes softmax internally.This is same as when we use softmax with nn.NLLLoss.

from pytorch-tutorial.

int8 avatar int8 commented on May 21, 2024

sure, I understand softmax exists there implicitly via error function formulation - what I do not see is logistic part of logistic regresstion

from pytorch-tutorial.

yunjey avatar yunjey commented on May 21, 2024

logistic sigmoid is just special case of softmax (when the number of class is 2). In multi-class classification task, we use softmax instead of sigmoid. This will help you.

from pytorch-tutorial.

int8 avatar int8 commented on May 21, 2024

thanks a lot - helped indeed, take care

from pytorch-tutorial.

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