Batch sizing for convolution neural networks -- powers of 2 or powers of primes?
No.  It doesn't apply to CNNs.  CNNs are doing the same operation on each item in the batch; it's much simpler than what's happening in a FFT (which involves interaction between the elements of the array; you can't compute a FFT by just separately doing something to each element of the array in parallel).