Path	Lines of Code
pytorch_translate/__init__.py	1
pytorch_translate/attention/__init__.py	25
pytorch_translate/attention/attention_utils.py	20
pytorch_translate/attention/base_attention.py	8
pytorch_translate/attention/dot_attention.py	34
pytorch_translate/attention/mlp_attention.py	40
pytorch_translate/attention/multihead_attention.py	63
pytorch_translate/attention/no_attention.py	9
pytorch_translate/attention/pooling_attention.py	45
pytorch_translate/average_attention.py	182
pytorch_translate/beam_decode.py	736
pytorch_translate/beam_search_and_decode_v2.py	493
pytorch_translate/benchmark.py	171
pytorch_translate/bleu_significance.py	176
pytorch_translate/char_aware_hybrid.py	252
pytorch_translate/char_encoder.py	355
pytorch_translate/char_source_hybrid.py	281
pytorch_translate/char_source_model.py	344
pytorch_translate/char_source_transformer_model.py	291
pytorch_translate/checkpoint.py	290
pytorch_translate/common_layers.py	446
pytorch_translate/constants.py	16
pytorch_translate/data/__init__.py	1
pytorch_translate/data/char_data.py	408
pytorch_translate/data/data.py	236
pytorch_translate/data/dictionary.py	161
pytorch_translate/data/iterators.py	56
pytorch_translate/data/language_pair_upsampling_dataset.py	17
pytorch_translate/data/masked_lm_dictionary.py	36
pytorch_translate/data/utils.py	94
pytorch_translate/data/weighted_data.py	92
pytorch_translate/dual_learning/__init__.py	1
pytorch_translate/dual_learning/dual_learning_criterion.py	192
pytorch_translate/dual_learning/dual_learning_models.py	163
pytorch_translate/dual_learning/dual_learning_task.py	386
pytorch_translate/ensemble_export.py	1526
pytorch_translate/evals.py	260
pytorch_translate/file_io.py	1
pytorch_translate/generate.py	655
pytorch_translate/hybrid_transformer_rnn.py	442
pytorch_translate/model_constants.py	13
pytorch_translate/models/__init__.py	6
pytorch_translate/models/transformer_from_pretrained_xlm.py	21
pytorch_translate/multi_model.py	672
pytorch_translate/multilingual.py	186
pytorch_translate/multilingual_model.py	138
pytorch_translate/multilingual_utils.py	68
pytorch_translate/ngram.py	125
pytorch_translate/options.py	786
pytorch_translate/preprocess.py	501
pytorch_translate/rescoring/model_scorers.py	200
pytorch_translate/rescoring/rescorer.py	298
pytorch_translate/rescoring/weights_search.py	112
pytorch_translate/research/__init__.py	1
pytorch_translate/research/attention/multihead_attention.py	72
pytorch_translate/research/beam_search/__init__.py	1
pytorch_translate/research/beam_search/competing_completed.py	182
pytorch_translate/research/deliberation_networks/deliberation_networks.py	555
pytorch_translate/research/knowledge_distillation/__init__.py	1
pytorch_translate/research/knowledge_distillation/collect_top_k_probs.py	161
pytorch_translate/research/knowledge_distillation/dual_decoder_kd_loss.py	123
pytorch_translate/research/knowledge_distillation/dual_decoder_kd_model.py	140
pytorch_translate/research/knowledge_distillation/hybrid_dual_decoder_kd_model.py	134
pytorch_translate/research/knowledge_distillation/knowledge_distillation_loss.py	84
pytorch_translate/research/knowledge_distillation/teacher_score_data.py	142
pytorch_translate/research/lexical_choice/__init__.py	1
pytorch_translate/research/lexical_choice/lexical_translation.py	17
pytorch_translate/research/multisource/__init__.py	1
pytorch_translate/research/multisource/multisource_data.py	107
pytorch_translate/research/multisource/multisource_decode.py	444
pytorch_translate/research/rescore/__init__.py	1
pytorch_translate/research/rescore/cloze_transformer_model.py	89
pytorch_translate/research/rescore/rescoring_criterion.py	227
pytorch_translate/research/tune_ensemble_weights/tune_model_weights.py	66
pytorch_translate/research/tune_ensemble_weights/tune_model_weights_with_ax.py	99
pytorch_translate/rnn.py	1275
pytorch_translate/rnn_cell.py	76
pytorch_translate/semi_supervised.py	157
pytorch_translate/sequence_criterions.py	151
pytorch_translate/tasks/__init__.py	6
pytorch_translate/tasks/cross_lingual_lm.py	48
pytorch_translate/tasks/denoising_autoencoder_task.py	226
pytorch_translate/tasks/knowledge_distillation_task.py	123
pytorch_translate/tasks/multilingual_task.py	164
pytorch_translate/tasks/pytorch_translate_multi_task.py	54
pytorch_translate/tasks/pytorch_translate_task.py	640
pytorch_translate/tasks/semi_supervised_task.py	285
pytorch_translate/tasks/translation_from_pretrained_xlm.py	45
pytorch_translate/tasks/translation_lev_task.py	47
pytorch_translate/tasks/utils.py	20
pytorch_translate/torchscript_export.py	75
pytorch_translate/train.py	614
pytorch_translate/transformer.py	755
pytorch_translate/transformer_aan.py	725
pytorch_translate/utils.py	180
pytorch_translate/vocab_constants.py	7
pytorch_translate/vocab_reduction.py	212
pytorch_translate/weighted_criterions.py	51
pytorch_translate/word_prediction/__init__.py	1
pytorch_translate/word_prediction/word_prediction_criterion.py	122
pytorch_translate/word_prediction/word_prediction_model.py	106
pytorch_translate/word_prediction/word_predictor.py	67
setup.py	24