PyTorch 中,nn 与 nn.functional 有什么区别? - 知乎

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可以看到torch.nn下的Conv1d类在forward时调用了nn.functional下的conv1d,当然最终的计算是通过C++编写的THNN库中的ConvNd进行计算的,因此这两个其实是互相调用的关系。


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