├── CONTRIBUTING.md ├── LICENSE ├── README.md └── nmt ├── .gitignore ├── __init__.py ├── attention_model.py ├── g3doc └── img │ ├── attention_equation_0.jpg │ ├── attention_equation_1.jpg │ ├── attention_mechanism.jpg │ ├── attention_vis.jpg │ ├── encdec.jpg │ ├── greedy_dec.jpg │ └── seq2seq.jpg ├── gnmt_model.py ├── inference.py ├── inference_test.py ├── model.py ├── model_helper.py ├── model_test.py ├── nmt.py ├── nmt_test.py ├── scripts ├── __init__.py ├── bleu.py ├── download_iwslt15.sh ├── rouge.py └── wmt16_en_de.sh ├── standard_hparams ├── iwslt15.json ├── wmt16.json ├── wmt16_gnmt_4_layer.json └── wmt16_gnmt_8_layer.json ├── testdata ├── deen_output ├── deen_ref_bpe ├── deen_ref_spm ├── iwslt15.tst2013.100.en ├── iwslt15.tst2013.100.vi ├── iwslt15.vocab.100.en ├── iwslt15.vocab.100.vi ├── label_ref ├── pred_output ├── test_embed.txt ├── test_embed_with_header.txt ├── test_infer_file ├── test_infer_vocab.src └── test_infer_vocab.tgt ├── train.py └── utils ├── __init__.py ├── 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