Suppose the input to a convolution NN is a 32 x 32 color image. We want to apply eight convolution filters to it, all with the shape 5 x 5. We are using Valid padding and a stride of two both vertically and horizontally. (a) What is the shape of the variable in which we store the filters' values? (b) What is the shape of the output of tf.nn.conv2d?

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