text: Title: Speeding up Loading Time of encoder in ``encoder/inference.py``
  Body: Original comment from @CorentinJ:
  
  TODO: I think the slow loading of the encoder might have something to do with the device it was saved on. Worth investigating.
  
  This refers to the ``load_model`` function in the named module.