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Is average pooling equivalent to a strided convolution with a specific constant kernel? Yes. Why then are explicit pooling layers needed if they can be realized by convolutions? It is probably because the convolution is more expensive than the usual/natural implementation (i.e. just summing and then dividing). To see why, let's consider your example. If ...


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