Well, regarding making it work on AMD it's rather easy. 1) tell AMD to write a GPU API like CUDA 2) tell AMD to write tensor/neural network like CUDAnn for API they created in point 1). 3) ask someone to rewrite all python libraries to the API created in point 2) and finally 4) prepare a package using this API.