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Do we always need to calculate this 6444 manually using formula, i think there might be some optimal way of finding the last features to be passed on to the Fully Connected layers otherwise it could become quiet cumbersome to calculate for thousands of layers.
Right now im doing it manually for every layer like first calculating the dimension of images then calculating the output of convolved layer then maxpool layer and so on to find out the last features.
Guide me for optimal ways. Please.