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Given the following 4 4 image on the left M and a convolutional layer with a single 2 2 kernel K with stride one and
Given the following 4 4 image on the left M and a convolutional layer with a single 2 2 kernel K with stride one and no padding. M = 1 0 0 2 0 1 0 1 0 0 1 2 0 0 0 1 , K = 0 0 1 1 (a) Calculate the output of the convolutional layer (b) Answer (a) if instead the input has two channels (both equal to M), and the kernel had two channels (both equal to K) (c) Answer (a) if the input is unchanged, but we now have two different kernels both equal to K.
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