title: what is the fastest way of loading images?
body: <p>I have about 200,000 high resolution images, and loading such high quality images every time is time consuming.
  Preloading all images might occupy too much memory.
  How about saving each images into .npz file format and loading .npz instead of .jpg?  Would it be boosting speed?</p>