Translations:Softmax Function/19/zh: Difference between revisions

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    这在数学上是等价的(常数会抵消),但能确保最大指数为 <math>e^0 = 1</math>,从而防止溢出。所有主流深度学习框架都会自动实现这一稳定化版本。
    这在数学上是等价的(常数项相消),但确保了最大的指数为 <math>e^0 = 1</math>,从而防止溢出。所有主流的{{Term|deep learning|深度学习}}框架都会自动实现这个稳定化版本。

    Latest revision as of 23:41, 27 April 2026

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    Message definition (Softmax Function)
    This is mathematically equivalent (the constant cancels) but ensures the largest exponent is <math>e^0 = 1</math>, preventing overflow. All major {{Term|deep learning}} frameworks implement this stabilized version automatically.

    这在数学上是等价的(常数项相消),但确保了最大的指数为 $ e^0 = 1 $,从而防止溢出。所有主流的深度学习框架都会自动实现这个稳定化版本。