I'm trying to implement a neural network (like AlexNet) using fast fourier transform based convolutions using scipy.signal.fftconvolve, What is wrong?

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I'm trying to implement a neural network (like AlexNet) using fast fourier transform based convolutions using scipy.signal.fftconvolve, What is wrong?