Does Numpy automatically detect and use GPU?

Question

I have a few basic questions about using Numpy with GPU (nvidia GTX 1080 Ti). I\'m new to GPU, and would like to make sure I\'m properly using the GPU to accelerate Numpy/Pytho

Answer 1

Does Numpy/Python automatically detect the presence of GPU and utilize it to speed up matrix computation (e.g. numpy.multiply, numpy.linalg.inv, ... etc)?

No.

Or do I have code in a specific way to exploit the GPU for fast computation?

Yes. Search for Numba, CuPy, Theano, PyTorch or PyCUDA for different paradigms for accelerating Python with GPUs.