title: Does Numpy automatically detect and use GPU?
body: <p>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/Python.  I searched on the internet for a while, but didn't find a simple tutorial that addressed my questions.  I'd appreciate it if someone can give me some pointers:</p>
  
  <p>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)?  Or do I have code in a specific way to exploit the GPU for fast computation?</p>
  
  <p>2) Can someone recommend a good tutorial/introductory material on using Numpy/Python with GPU (nvidia's)?</p>
  
  <p>Thanks a lot!</p>