├── .gitignore ├── README.md ├── docs ├── Makefile ├── _static │ └── theme_overrides.css ├── command_line_tools.rst ├── conf.py ├── criterions.rst ├── data.rst ├── docutils.conf ├── getting_started.rst ├── index.rst ├── lr_scheduler.rst ├── make.bat ├── models.rst ├── modules.rst ├── optim.rst ├── overview.rst ├── requirements.txt ├── tasks.rst ├── tutorial_classifying_names.rst └── tutorial_simple_lstm.rst ├── eval_lm.py ├── fairseq ├── __init__.py ├── binarizer.py ├── bleu.py ├── clib │ └── libbleu │ │ ├── libbleu.cpp │ │ └── module.cpp ├── criterions │ ├── __init__.py │ ├── adaptive_loss.py │ ├── composite_loss.py │ ├── cross_entropy.py │ ├── fairseq_criterion.py │ ├── label_smoothed_cross_entropy.py │ ├── masked_lm_loss.py │ └── multitask_label_smoothed_cross_entropy.py ├── data │ ├── __init__.py │ ├── backtranslation_dataset.py │ ├── block_pair_dataset.py │ ├── concat_dataset.py │ ├── data_utils.py │ ├── dictionary.py │ ├── fairseq_dataset.py │ ├── indexed_dataset.py │ ├── iterators.py │ ├── language_pair_dataset.py │ ├── language_triple_dataset.py │ ├── lm_context_window_dataset.py │ ├── masked_lm_dataset.py │ ├── masked_lm_dictionary.py │ ├── monolingual_dataset.py │ ├── multi_corpus_sampled_dataset.py │ ├── noising.py │ ├── round_robin_zip_datasets.py │ ├── token_block_dataset.py │ ├── transform_eos_dataset.py │ └── transform_eos_lang_pair_dataset.py ├── distributed_utils.py ├── legacy_distributed_data_parallel.py ├── meters.py ├── models │ ├── __init__.py │ ├── composite_encoder.py │ ├── distributed_fairseq_model.py │ ├── fairseq_decoder.py │ ├── fairseq_encoder.py │ ├── fairseq_incremental_decoder.py │ ├── fairseq_model.py │ ├── fconv.py │ ├── fconv_self_att.py │ ├── lightconv.py │ ├── lstm.py │ ├── masked_lm.py │ ├── multilingual_transformer.py │ ├── multitask_transformer.py │ └── transformer.py ├── modules │ ├── __init__.py │ ├── adaptive_input.py │ ├── adaptive_softmax.py │ ├── beamable_mm.py │ ├── bert_layer_norm.py │ ├── character_token_embedder.py │ ├── conv_tbc.py │ ├── downsampled_multihead_attention.py │ ├── dynamic_convolution.py │ ├── grad_multiply.py │ ├── highway.py │ ├── layer_norm.py │ ├── learned_positional_embedding.py │ ├── lightweight_convolution.py │ ├── linearized_convolution.py │ ├── logsumexp_moe.py │ ├── mean_pool_gating_network.py │ ├── multihead_attention.py │ ├── scalar_bias.py │ ├── sinusoidal_positional_embedding.py │ ├── transformer_sentence_encoder.py │ ├── transformer_sentence_encoder_layer.py │ └── unfold.py ├── multitask_sequence_generator.py ├── optim │ ├── __init__.py │ ├── adadelta.py │ ├── adafactor.py │ ├── adagrad.py │ ├── adam.py │ ├── fairseq_optimizer.py │ ├── fp16_optimizer.py │ ├── lr_scheduler │ │ ├── __init__.py │ │ ├── cosine_lr_scheduler.py │ │ ├── fairseq_lr_scheduler.py │ │ ├── fixed_schedule.py │ │ ├── inverse_square_root_schedule.py │ │ ├── reduce_lr_on_plateau.py │ │ └── triangular_lr_scheduler.py │ ├── nag.py │ └── sgd.py ├── options.py ├── pdb.py ├── progress_bar.py ├── search.py ├── sequence_generator.py ├── sequence_scorer.py ├── tasks │ ├── __init__.py │ ├── cross_lingual_lm.py │ ├── fairseq_task.py │ ├── language_modeling.py │ ├── multilingual_translation.py │ ├── multitask_translation.py │ ├── semisupervised_translation.py │ ├── translation.py │ └── translation_moe.py ├── tokenizer.py ├── trainer.py └── utils.py ├── fairseq_cli ├── __init__.py ├── eval_lm.py ├── generate.py ├── interactive.py ├── preprocess.py ├── score.py ├── setup.py └── train.py ├── generate.py ├── interactive.py ├── model.png ├── multitask_generate.py ├── preprocess.py ├── score.py ├── scripts ├── __init__.py ├── average_checkpoints.py ├── build_sym_alignment.py ├── compound_split_bleu.sh ├── convert_dictionary.lua ├── convert_model.lua ├── read_binarized.py ├── sacrebleu_pregen.sh ├── score_moe.py ├── spm_decode.py ├── spm_encode.py └── spm_train.py ├── setup.py ├── tests ├── __init__.py ├── test_average_checkpoints.py ├── test_backtranslation_dataset.py 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