Respuesta :

The output's width, height, and depth are (32 - 5 + 2 * 2) / 1 + 1 = 32 and 10 respectively.

What is the maximum pooling size?

The output size is (28-2)/2 +1 = 14 because the kernel size of the max-pooling layer is (2,2) and the stride is 2. Pooling results in the output form being (14,14,8). The second Conv layer and pooling layer can be calculated independently. We quickly reach the second max-pooling layer's output, and the resulting shape is as follows: (5,5,16).

The max pooling step's purpose is what?

A pooling procedure known as maximum pooling, sometimes known as max pooling, determines the maximum or greatest value in each patch of each feature map. In contrast to average pooling, which highlights the feature's average presence, the results are down sampled or pooled feature maps that highlight the feature that is most prevalent in the patch.

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