Add support for multi-GPU training

[TTitcombe]

Tensorflow can allow distributed training strategies, such as multi-GPU on a single machine, or across multiple machines.

Furthermore, you can utilise Google TPUs if training on the cloud.

Information is here https://www.tensorflow.org/alpha/guide/distribute_strategy
Note not all strategies are currently supported in 2.0