Question: You are given a gate that applies convolution on an input matrix X of dimensions nxnx using a kernel W of dimensions nknk. You are

You are given a gate that applies convolution on an input

You are given a gate that applies convolution on an input matrix X of dimensions nxnx using a kernel W of dimensions nknk. You are also given the upstream gradient dz of dimensions nznz. Write the expression of the downstream dW when we have neither strides ( s=1) or padding (p=0). PS: If this helps, feel free to write the requested calculation using specific dimensions of the variables involved.For example nx=3,nk=2

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