Translations:Softmax Function/31/en: Difference between revisions

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    In practice, the softmax and cross-entropy are computed jointly for numerical stability (the '''log-softmax''' formulation), and the argmax at inference time can be applied directly to the logits without computing softmax at all.
    In practice, the softmax and {{Term|categorical cross-entropy|cross-entropy}} are computed jointly for numerical stability (the '''log-softmax''' formulation), and the argmax at inference time can be applied directly to the {{Term|logits}} without computing softmax at all.

    Latest revision as of 23:34, 27 April 2026

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    Message definition (Softmax Function)
    In practice, the softmax and {{Term|categorical cross-entropy|cross-entropy}} are computed jointly for numerical stability (the '''log-softmax''' formulation), and the argmax at inference time can be applied directly to the {{Term|logits}} without computing softmax at all.

    In practice, the softmax and cross-entropy are computed jointly for numerical stability (the log-softmax formulation), and the argmax at inference time can be applied directly to the logits without computing softmax at all.