Can we use tf.spectral fourier functions in keras?

Question

Let us start with an input that is a simple time series and try to build an autoencoder that simply fourier transforms then untransforms our data in keras.

If we try to

Answer 1

The fft2d function in tensorflow 1.13.1 is broke.