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Convolutional neural network: Difference between revisions
→Padding
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* <code>SAME</code> - Apply zero padding such that the output will have resolution \(\lfloor x/stride \rfloor\). | * <code>SAME</code> - Apply zero padding such that the output will have resolution \(\lfloor x/stride \rfloor\). | ||
** \(p=\frac{k-1}{2}\) | ** \(p=\frac{k-1}{2}\) | ||
** Exact behavior varies between ML frameworks. Only apply this | ** Exact behavior varies between ML frameworks. Only apply this when you know you will have symmetric padding on both sides. | ||
===Dilation=== | ===Dilation=== | ||