Summary:
Changelog:
- 998ba4f: Add language models from Baevski & Auli (2018)
- 4294c4f: Add mixture of experts code from Shen et al. (2019)
- 0049349: Add example for multilingual training
- 48d9afb: Speed improvements, including fused operators from apex
- 44d27e6: Add Tensorboard support
- d17fa85: Add Adadelta optimizer
- 9e1c880: Add `FairseqEncoderModel`
- b65c579: Add `FairseqTask.inference_step` to modularize generate.py
- 2ad1178: Add back `--curriculum`
- Misc bug fixes and other features

Pull Request resolved: https://github.com/pytorch/fairseq/pull/577

Differential Revision: D14481233

Pulled By: myleott

fbshipit-source-id: 4ff8625ef1c0b24273fc65df7c5658e3c932e8b7