Allow CNN method to use gpu

[tanujjain]

What

Sets the CNN to use gpu for encoding generation if one is available on the machine, else selects cpu (which is the default).

Why

CNN encoding generation can leverage faster computation on gpu.

Tests

Tests run successfully on both cpu and gpu machines.

[tanujjain]

Closing since #179 already introduced the changes.