Support Multi-gpu Training

[Eaphan]

Thanks for sharing. If I want to change the code to support multi-gpu training, what's the key point? It seems strange that the performance deteriorate when using multiple gpus in the pytorch-lightning framework.
@JonasSchult @francisengelmann