To Run Decoder on GPU

[Karthik-S-EC]

Hi @svenkreiss @taylormordan.

Is there a way that we can run decoder on GPU?
Evaluation and Validation is consuming more time during the decoder run as it runs on CPU.

Thanks in Advance