├── .gitignore ├── .travis.yml ├── CHANGELOG.md ├── CONTRIBUTING.md ├── LICENSE.md ├── ONMT_README.md ├── README.md ├── available_models └── example.conf.json ├── config ├── config-rnn-summarization.yml ├── config-transformer-base-1GPU.yml └── config-transformer-base-4GPU.yml ├── data ├── README.md ├── morph │ ├── src.train │ ├── src.valid │ ├── tgt.train │ └── tgt.valid ├── src-test.txt ├── src-train.txt ├── src-val.txt ├── test_model2.src ├── test_model2.tgt ├── tgt-train.txt └── tgt-val.txt ├── docs ├── Makefile ├── requirements.txt └── source │ ├── CONTRIBUTING.md │ ├── FAQ.md │ ├── Library.ipynb │ ├── Library.md │ ├── Summarization.md │ ├── _static │ └── theme_overrides.css │ ├── conf.py │ ├── examples.rst │ ├── extended.md │ ├── im2text.md │ ├── index.md │ ├── index.rst │ ├── main.md │ ├── modules.rst │ ├── onmt.inputters.rst │ ├── onmt.modules.rst │ ├── onmt.rst │ ├── onmt.translate.translation_server.rst │ ├── onmt.translation.rst │ ├── options │ ├── preprocess.rst │ ├── server.rst │ ├── train.rst │ └── translate.rst │ ├── quickstart.md │ ├── ref.rst │ ├── refs.bib │ ├── speech2text.md │ └── vid2text.rst ├── floyd.yml ├── floyd_requirements.txt ├── github_deploy_key_opennmt_opennmt_py.enc ├── onmt ├── __init__.py ├── bin │ ├── __init__.py │ ├── preprocess.py │ ├── server.py │ ├── train.py │ └── translate.py ├── decoders │ ├── __init__.py │ ├── cnn_decoder.py │ ├── decoder.py │ ├── ensemble.py │ └── transformer.py ├── encoders │ ├── __init__.py │ ├── audio_encoder.py │ ├── cnn_encoder.py │ ├── encoder.py │ ├── image_encoder.py │ ├── mean_encoder.py │ ├── rnn_encoder.py │ └── transformer.py ├── inputters │ ├── __init__.py │ ├── audio_dataset.py │ ├── datareader_base.py │ ├── dataset_base.py │ ├── image_dataset.py │ ├── inputter.py │ ├── text_dataset.py │ └── vec_dataset.py ├── model_builder.py ├── models │ ├── __init__.py │ ├── model.py │ ├── model_saver.py │ ├── sru.py │ └── stacked_rnn.py ├── modules │ ├── __init__.py │ ├── average_attn.py │ ├── conv_multi_step_attention.py │ ├── copy_generator.py │ ├── embeddings.py │ ├── gate.py │ ├── global_attention.py │ ├── multi_headed_attn.py │ ├── position_ffn.py │ ├── sparse_activations.py │ ├── sparse_losses.py │ ├── structured_attention.py │ ├── util_class.py │ └── weight_norm.py ├── opts.py ├── tests │ ├── __init__.py │ ├── output_hyp.txt │ ├── pull_request_chk.sh │ ├── rebuild_test_models.sh │ ├── sample_glove.txt │ ├── test_attention.py │ ├── test_audio_dataset.py │ ├── test_beam.py │ ├── test_beam_search.py │ ├── test_copy_generator.py │ ├── test_embeddings.py │ ├── test_image_dataset.py │ ├── test_model.pt │ ├── test_model2.pt │ ├── test_models.py │ ├── test_models.sh │ ├── test_preprocess.py │ ├── test_random_sampling.py │ ├── test_simple.py │ ├── test_structured_attention.py │ ├── test_text_dataset.py │ ├── test_translation_server.py │ └── utils_for_tests.py ├── train_single.py ├── trainer.py ├── translate │ ├── __init__.py │ ├── beam.py │ ├── beam_search.py │ ├── decode_strategy.py │ ├── penalties.py │ ├── process_zh.py │ ├── random_sampling.py │ ├── translation.py │ ├── translation_server.py │ └── translator.py └── utils │ ├── __init__.py │ ├── cnn_factory.py │ ├── distributed.py │ ├── earlystopping.py │ ├── logging.py │ ├── loss.py │ ├── misc.py │ ├── optimizers.py │ ├── parse.py │ ├── report_manager.py │ ├── rnn_factory.py │ └── statistics.py ├── preprocess.py ├── requirement.txt ├── requirements.opt.txt ├── scripts ├── eval.py ├── inference_daily.sh ├── inference_ost.sh ├── preprocess.sh ├── train_daily.sh └── train_ost.sh ├── server.py ├── setup.py ├── tools ├── README.md ├── apply_bpe.py ├── average_models.py ├── bpe_pipeline.sh ├── create_vocabulary.py ├── detokenize.perl ├── embeddings_to_torch.py ├── extract_embeddings.py ├── learn_bpe.py ├── multi-bleu-detok.perl ├── multi-bleu.perl ├── nonbreaking_prefixes │ ├── README.txt │ ├── nonbreaking_prefix.ca │ ├── nonbreaking_prefix.cs │ ├── nonbreaking_prefix.de │ ├── nonbreaking_prefix.el 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