[Python] What are logits? What is the difference between softmax and...

Discussão em 'Python' iniciado por Stack, Maio 6, 2025.

  1. Stack

    Stack Membro Participativo

    In the tensorflow API docs they use a keyword called logits. What is it? A lot of methods are written like:

    tf.nn.softmax(logits, name=None)


    If logits is just a generic Tensor input, why is it named logits?


    Secondly, what is the difference between the following two methods?

    tf.nn.softmax(logits, name=None)
    tf.nn.softmax_cross_entropy_with_logits(logits, labels, name=None)


    I know what tf.nn.softmax does, but not the other. An example would be really helpful.

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