* Fix inference dims for mxnet 1.0

* Improved mx.NDArray indexing: removed intermediate numpy arrays for scores and topk hyp/word indices

* Removed unused parameter

* Reformatting inference.py

* simplify _get_inference_input()

* Update dependencies to mxnet==1.0.0

* Expose nccl kvstore and gradient compression

* Update major version