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What does Logits in machine learning mean? - Data Science Stack Exchange The unbounded real number (i e the unnormalized log-probability) is the logit Note that, at inference time, in order to know if the probability is greater than 0 5, we don't need to compute the sigmoid: by the nature of the sigmoid, if the logit is greater than 0, then the probability computed with the sigmoid will be greater than 0 5
如何理解深度学习源码里经常出现的logits？ - 知乎 logit原本是一个函数，它是sigmoid函数（也叫标准logistic函数） p (x) = 1 1 + e x 的反函数： l o g i t (p) = log (p 1 p) 。 logit这个名字的来源即为 log istic un it。 但在深度学习中，logits就是最终的全连接层的输出，而非其本意。