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Imagine you decide to do the following, to get the stack allocation

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为什么需要非线性? 想象一下,如果网络里每一层都是线性的(比如 y=Wx+b),无论堆叠多少层,最终网络都只是一条线性映射。深度堆叠就没有意义了,网络的表达能力非常有限。

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