file 1	file 2	# same commits	# commits file 1	# commits file 2
pytext/config/pytext_config.py	pytext/config/config_adapter.py	28	99	82
pytext/loss/__init__.py	pytext/loss/loss.py	7	22	43
pytext/torchscript/batchutils.py	pytext/torchscript/module.py	7	19	67
pytext/trainers/trainer.py	pytext/config/config_adapter.py	5	98	82
pytext/trainers/trainer.py	pytext/config/pytext_config.py	5	98	99
pytext/models/roberta.py	pytext/config/config_adapter.py	5	48	82
pytext/models/roberta.py	pytext/config/pytext_config.py	5	48	99
pytext/fields/dict_field.py	pytext/fields/char_field.py	4	10	8
pytext/fields/field.py	pytext/data/data_handler.py	4	15	27
pytext/fields/field.py	pytext/fields/char_field.py	4	15	8
pytext/fields/field.py	pytext/fields/dict_field.py	4	15	10
pytext/fields/text_field_with_special_unk.py	pytext/fields/char_field.py	4	7	8
pytext/fields/text_field_with_special_unk.py	pytext/fields/dict_field.py	4	7	10
pytext/fields/text_field_with_special_unk.py	pytext/fields/field.py	4	7	15
pytext/models/representations/transformer/__init__.py	pytext/models/roberta.py	4	11	48
pytext/fields/char_field.py	pytext/data/data_handler.py	3	8	27
pytext/fields/dict_field.py	pytext/data/data_handler.py	3	10	27
pytext/fields/text_field_with_special_unk.py	pytext/data/data_handler.py	3	7	27
pytext/trainers/hogwild_trainer.py	pytext/data/data_handler.py	3	15	27
pytext/trainers/hogwild_trainer.py	pytext/fields/char_field.py	3	15	8
pytext/trainers/hogwild_trainer.py	pytext/fields/dict_field.py	3	15	10
pytext/trainers/hogwild_trainer.py	pytext/fields/field.py	3	15	15
pytext/trainers/hogwild_trainer.py	pytext/fields/text_field_with_special_unk.py	3	15	7
pytext/models/two_tower_classification_model.py	pytext/models/decoders/mlp_decoder_two_tower.py	3	11	9
pytext/models/decoders/mlp_decoder.py	pytext/models/decoders/mlp_decoder_two_tower.py	3	16	9
pytext/models/decoders/mlp_decoder.py	pytext/models/two_tower_classification_model.py	3	16	11
pytext/torchscript/module.py	pytext/models/decoders/mlp_decoder_two_tower.py	3	67	9
pytext/torchscript/module.py	pytext/models/two_tower_classification_model.py	3	67	11
pytext/torchscript/module.py	pytext/models/decoders/mlp_decoder.py	3	67	16
pytext/metric_reporters/mask_compositional.py	pytext/metrics/mask_metrics.py	3	4	6
pytext/main.py	pytext/config/pytext_config.py	3	57	99
pytext/models/decoders/mlp_decoder_two_tower.py	pytext/config/config_adapter.py	2	9	82
pytext/models/decoders/mlp_decoder_two_tower.py	pytext/config/pytext_config.py	2	9	99
pytext/data/squad_for_bert_tensorizer.py	pytext/data/sources/squad.py	2	25	16
pytext/models/output_layers/doc_classification_output_layer.py	pytext/loss/loss.py	2	19	43
pytext/models/tri_tower_classification_model.py	pytext/models/roberta.py	2	4	48
pytext/models/two_tower_classification_model.py	pytext/models/roberta.py	2	11	48
pytext/models/two_tower_classification_model.py	pytext/models/tri_tower_classification_model.py	2	11	4
pytext/torchscript/module.py	pytext/task/new_task.py	2	67	132
pytext/models/representations/transformer/sentence_encoder.py	pytext/models/roberta.py	2	15	48
pytext/models/representations/transformer/sentence_encoder.py	pytext/models/representations/transformer/__init__.py	2	15	11
pytext/models/seq_models/utils.py	pytext/models/seq_models/conv_decoder.py	2	6	4
pytext/models/embeddings/int_single_category_embedding.py	pytext/models/embeddings/int_weighted_multi_category_embedding.py	2	2	3
pytext/models/representations/transformer/representation.py	pytext/models/roberta.py	2	3	48
pytext/common/__init__.py	pytext/common/constants.py	2	3	20
pytext/loss/regularized_loss.py	pytext/loss/loss.py	2	3	43
pytext/loss/regularized_loss.py	pytext/loss/__init__.py	2	3	22
pytext/workflow.py	pytext/config/pytext_config.py	2	83	99
pytext/utils/torch.py	pytext/torchscript/utils.py	2	20	29
pytext/main.py	pytext/workflow.py	2	57	83
pytext/models/seq_models/attention.py	pytext/models/seq_models/utils.py	2	4	6
pytext/config/serialize.py	pytext/config/pytext_config.py	2	25	99
pytext/config/serialize.py	pytext/workflow.py	2	25	83
pytext/config/serialize.py	pytext/main.py	2	25	57
pytext/models/representations/transformer/multihead_linear_attention.py	pytext/models/roberta.py	2	5	48
pytext/models/representations/transformer_sentence_encoder.py	pytext/models/roberta.py	2	12	48
pytext/models/representations/huggingface_bert_sentence_encoder.py	pytext/data/tokenizers/tokenizer.py	2	8	41
pytext/data/decoupled_data.py	pytext/config/config_adapter.py	1	4	82
pytext/data/decoupled_data.py	pytext/config/pytext_config.py	1	4	99
pytext/utils/label.py	pytext/config/config_adapter.py	1	4	82
pytext/utils/label.py	pytext/config/pytext_config.py	1	4	99
pytext/models/decoders/mlp_decoder_n_tower.py	pytext/config/config_adapter.py	1	2	82
pytext/models/decoders/mlp_decoder_n_tower.py	pytext/config/pytext_config.py	1	2	99
pytext/models/decoders/mlp_decoder_tri_tower.py	pytext/config/config_adapter.py	1	2	82
pytext/models/decoders/mlp_decoder_tri_tower.py	pytext/config/pytext_config.py	1	2	99
pytext/models/decoders/mlp_decoder_tri_tower.py	pytext/models/decoders/mlp_decoder_n_tower.py	1	2	2
pytext/models/decoders/mlp_decoder_two_tower.py	pytext/models/decoders/mlp_decoder_n_tower.py	1	9	2
pytext/models/decoders/mlp_decoder_two_tower.py	pytext/models/decoders/mlp_decoder_tri_tower.py	1	9	2
pytext/models/output_layers/squad_output_layer.py	pytext/config/config_adapter.py	1	16	82
pytext/models/output_layers/squad_output_layer.py	pytext/config/pytext_config.py	1	16	99
pytext/data/sources/squad.py	pytext/config/config_adapter.py	1	16	82
pytext/data/sources/squad.py	pytext/config/pytext_config.py	1	16	99
pytext/data/sources/squad.py	pytext/models/output_layers/squad_output_layer.py	1	16	16
pytext/data/squad_for_bert_tensorizer.py	pytext/config/config_adapter.py	1	25	82
pytext/data/squad_for_bert_tensorizer.py	pytext/config/pytext_config.py	1	25	99
pytext/data/squad_for_bert_tensorizer.py	pytext/models/output_layers/squad_output_layer.py	1	25	16
pytext/legacy/data/__init__.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/data/batch.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/data/batch.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/data/dataset.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/data/dataset.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/data/dataset.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/data/example.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/data/example.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/data/example.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/data/example.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/data/field.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/data/field.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/data/field.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/data/field.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/data/field.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/data/iterator.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/data/iterator.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/data/iterator.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/data/iterator.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/data/iterator.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/data/iterator.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/data/pipeline.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/data/pipeline.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/data/pipeline.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/data/pipeline.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/data/pipeline.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/data/pipeline.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/data/pipeline.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/__init__.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/__init__.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/__init__.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/__init__.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/__init__.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/__init__.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/__init__.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/__init__.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/babi.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/babi.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/babi.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/babi.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/babi.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/babi.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/babi.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/babi.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/babi.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/datasets/imdb.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/imdb.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/imdb.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/imdb.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/imdb.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/imdb.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/imdb.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/imdb.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/imdb.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/datasets/imdb.py	pytext/legacy/datasets/babi.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/datasets/babi.py	1	1	1
pytext/legacy/datasets/language_modeling.py	pytext/legacy/datasets/imdb.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/datasets/babi.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/datasets/imdb.py	1	1	1
pytext/legacy/datasets/nli.py	pytext/legacy/datasets/language_modeling.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/datasets/babi.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/datasets/imdb.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/datasets/language_modeling.py	1	1	1
pytext/legacy/datasets/sequence_tagging.py	pytext/legacy/datasets/nli.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/datasets/babi.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/datasets/imdb.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/datasets/language_modeling.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/datasets/nli.py	1	1	1
pytext/legacy/datasets/sst.py	pytext/legacy/datasets/sequence_tagging.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/datasets/babi.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/datasets/imdb.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/datasets/language_modeling.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/datasets/nli.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/datasets/sequence_tagging.py	1	1	1
pytext/legacy/datasets/text_classification.py	pytext/legacy/datasets/sst.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/datasets/babi.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/datasets/imdb.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/datasets/language_modeling.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/datasets/nli.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/datasets/sequence_tagging.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/datasets/sst.py	1	1	1
pytext/legacy/datasets/translation.py	pytext/legacy/datasets/text_classification.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/datasets/babi.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/datasets/imdb.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/datasets/language_modeling.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/datasets/nli.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/datasets/sequence_tagging.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/datasets/sst.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/datasets/text_classification.py	1	1	1
pytext/legacy/datasets/trec.py	pytext/legacy/datasets/translation.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/datasets/babi.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/datasets/imdb.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/datasets/language_modeling.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/datasets/nli.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/datasets/sequence_tagging.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/datasets/sst.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/datasets/text_classification.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/datasets/translation.py	1	1	1
pytext/legacy/datasets/unsupervised_learning.py	pytext/legacy/datasets/trec.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/__init__.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/data/__init__.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/data/batch.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/data/dataset.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/data/example.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/data/field.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/data/iterator.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/data/pipeline.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/__init__.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/babi.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/imdb.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/language_modeling.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/nli.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/sequence_tagging.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/sst.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/text_classification.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/translation.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/trec.py	1	1	1
pytext/legacy/vocab.py	pytext/legacy/datasets/unsupervised_learning.py	1	1	1
pytext/optimizer/fp16_optimizer.py	pytext/config/config_adapter.py	1	18	82
pytext/optimizer/fp16_optimizer.py	pytext/config/pytext_config.py	1	18	99
pytext/trainers/trainer.py	pytext/optimizer/fp16_optimizer.py	1	98	18
pytext/models/roberta.py	pytext/models/decoders/mlp_decoder_two_tower.py	1	48	9
pytext/models/roberta.py	pytext/models/seq_models/mask_generator.py	1	48	11
pytext/models/seq_models/conv_encoder.py	pytext/models/seq_models/conv_decoder.py	1	5	4
pytext/models/seq_models/conv_encoder.py	pytext/models/roberta.py	1	5	48
pytext/loss/loss.py	pytext/config/config_adapter.py	1	43	82
pytext/loss/loss.py	pytext/config/pytext_config.py	1	43	99
pytext/loss/loss.py	pytext/utils/label.py	1	43	4
pytext/loss/loss.py	pytext/models/output_layers/squad_output_layer.py	1	43	16
pytext/models/output_layers/doc_classification_output_layer.py	pytext/config/config_adapter.py	1	19	82
pytext/models/output_layers/doc_classification_output_layer.py	pytext/config/pytext_config.py	1	19	99
pytext/models/output_layers/doc_classification_output_layer.py	pytext/utils/label.py	1	19	4
pytext/utils/typing.py	pytext/config/config_adapter.py	1	1	82
pytext/utils/typing.py	pytext/config/pytext_config.py	1	1	99
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pytext/utils/typing.py	pytext/loss/loss.py	1	1	43
pytext/utils/typing.py	pytext/models/output_layers/doc_classification_output_layer.py	1	1	19
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pytext/task/new_task.py	pytext/config/pytext_config.py	1	132	99
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pytext/common/constants.py	pytext/models/roberta.py	1	20	48
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pytext/models/model.py	pytext/models/roberta.py	1	35	48
pytext/models/model.py	pytext/common/constants.py	1	35	20
pytext/models/tri_tower_classification_model.py	pytext/models/seq_models/mask_generator.py	1	4	11
pytext/models/tri_tower_classification_model.py	pytext/common/constants.py	1	4	20
pytext/models/tri_tower_classification_model.py	pytext/models/model.py	1	4	35
pytext/models/tri_tower_classification_model.py	pytext/models/decoders/mlp_decoder_n_tower.py	1	4	2
pytext/models/tri_tower_classification_model.py	pytext/models/decoders/mlp_decoder_tri_tower.py	1	4	2
pytext/models/two_tower_classification_model.py	pytext/models/seq_models/mask_generator.py	1	11	11
pytext/models/two_tower_classification_model.py	pytext/common/constants.py	1	11	20
pytext/models/two_tower_classification_model.py	pytext/models/model.py	1	11	35
pytext/models/two_tower_classification_model.py	pytext/config/config_adapter.py	1	11	82
pytext/models/two_tower_classification_model.py	pytext/config/pytext_config.py	1	11	99
pytext/torchscript/seq2seq/beam_search.py	pytext/models/seq_models/mask_generator.py	1	4	11
pytext/torchscript/seq2seq/beam_search.py	pytext/models/roberta.py	1	4	48
pytext/torchscript/seq2seq/beam_search.py	pytext/common/constants.py	1	4	20
pytext/torchscript/seq2seq/beam_search.py	pytext/models/model.py	1	4	35
pytext/torchscript/seq2seq/beam_search.py	pytext/models/tri_tower_classification_model.py	1	4	4
pytext/torchscript/seq2seq/beam_search.py	pytext/models/two_tower_classification_model.py	1	4	11
pytext/models/representations/transformer/__init__.py	pytext/config/config_adapter.py	1	11	82
pytext/models/representations/transformer/__init__.py	pytext/config/pytext_config.py	1	11	99
pytext/models/representations/transformer/__init__.py	pytext/models/seq_models/conv_encoder.py	1	11	5
pytext/models/representations/transformer/luna_sentence_encoder.py	pytext/models/representations/transformer/__init__.py	1	1	11
pytext/models/decoders/mlp_decoder.py	pytext/config/config_adapter.py	1	16	82
pytext/models/decoders/mlp_decoder.py	pytext/config/pytext_config.py	1	16	99
pytext/torchscript/module.py	pytext/models/decoders/mlp_decoder_tri_tower.py	1	67	2
pytext/torchscript/module.py	pytext/models/tri_tower_classification_model.py	1	67	4
pytext/torchscript/module.py	pytext/config/pytext_config.py	1	67	99
pytext/metrics/intent_slot_metrics.py	pytext/trainers/trainer.py	1	13	98
pytext/metrics/intent_slot_metrics.py	pytext/data/data_structures/annotation.py	1	13	13
pytext/utils/data.py	pytext/trainers/trainer.py	1	11	98
pytext/utils/data.py	pytext/metrics/intent_slot_metrics.py	1	11	13
pytext/models/representations/transformer/luna_attention.py	pytext/models/representations/transformer/__init__.py	1	1	11
pytext/models/representations/transformer/sentence_encoder.py	pytext/config/config_adapter.py	1	15	82
pytext/models/representations/transformer/sentence_encoder.py	pytext/config/pytext_config.py	1	15	99
pytext/models/representations/transformer/sentence_encoder.py	pytext/models/seq_models/conv_encoder.py	1	15	5
pytext/data/tensorizers.py	pytext/config/config_adapter.py	1	125	82
pytext/data/tensorizers.py	pytext/config/pytext_config.py	1	125	99
pytext/models/seq_models/utils.py	pytext/models/seq_models/projection_layers.py	1	6	2
pytext/models/seq_models/utils.py	pytext/models/seq_models/conv_encoder.py	1	6	5
pytext/loss/__init__.py	pytext/models/output_layers/squad_output_layer.py	1	22	16
pytext/loss/__init__.py	pytext/models/output_layers/doc_classification_output_layer.py	1	22	19
pytext/data/sources/data_source.py	pytext/models/embeddings/int_weighted_multi_category_embedding.py	1	28	3
pytext/data/tokenizers/tokenizer.py	pytext/data/tensorizers.py	1	41	125
pytext/data/tokenizers/tokenizer.py	pytext/config/config_adapter.py	1	41	82
pytext/data/tokenizers/tokenizer.py	pytext/config/pytext_config.py	1	41	99
pytext/data/tokenizers/tokenizer.py	pytext/torchscript/utils.py	1	41	29
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pytext/data/utils.py	pytext/data/tokenizers/tokenizer.py	1	50	41
pytext/models/embeddings/int_single_category_embedding.py	pytext/data/sources/data_source.py	1	2	28
pytext/config/field_config.py	pytext/data/data_handler.py	1	25	27
pytext/config/field_config.py	pytext/fields/field.py	1	25	15
pytext/models/embeddings/word_embedding.py	pytext/data/data_handler.py	1	21	27
pytext/models/embeddings/word_embedding.py	pytext/fields/field.py	1	21	15
pytext/models/embeddings/word_embedding.py	pytext/config/field_config.py	1	21	25
pytext/models/embeddings/word_seq_embedding.py	pytext/data/data_handler.py	1	3	27
pytext/models/embeddings/word_seq_embedding.py	pytext/fields/field.py	1	3	15
pytext/models/embeddings/word_seq_embedding.py	pytext/config/field_config.py	1	3	25
pytext/models/embeddings/word_seq_embedding.py	pytext/models/embeddings/word_embedding.py	1	3	21
pytext/models/__init__.py	pytext/models/decoders/mlp_decoder_tri_tower.py	1	3	2
pytext/models/__init__.py	pytext/models/tri_tower_classification_model.py	1	3	4
pytext/models/__init__.py	pytext/torchscript/module.py	1	3	67
pytext/models/representations/transformer/representation.py	pytext/models/seq_models/conv_encoder.py	1	3	5
pytext/models/representations/transformer/representation.py	pytext/models/representations/transformer/__init__.py	1	3	11
pytext/models/representations/transformer/representation.py	pytext/models/representations/transformer/sentence_encoder.py	1	3	15
pytext/models/representations/transformer/representation.py	pytext/config/config_adapter.py	1	3	82
pytext/models/representations/transformer/representation.py	pytext/config/pytext_config.py	1	3	99
pytext/models/seq_models/positional.py	pytext/models/roberta.py	1	3	48
pytext/models/seq_models/positional.py	pytext/models/seq_models/conv_encoder.py	1	3	5
pytext/models/seq_models/positional.py	pytext/models/representations/transformer/__init__.py	1	3	11
pytext/models/seq_models/positional.py	pytext/models/representations/transformer/sentence_encoder.py	1	3	15
pytext/models/seq_models/positional.py	pytext/models/representations/transformer/representation.py	1	3	3
pytext/models/seq_models/positional.py	pytext/models/seq_models/conv_decoder.py	1	3	4
pytext/models/seq_models/positional.py	pytext/models/seq_models/utils.py	1	3	6
pytext/metrics/mask_metrics.py	pytext/metrics/__init__.py	1	6	37
pytext/metrics/mask_metrics.py	pytext/data/data_structures/annotation.py	1	6	13
pytext/metrics/mask_metrics.py	pytext/metrics/intent_slot_metrics.py	1	6	13
pytext/optimizer/optimizers.py	pytext/models/representations/bilstm.py	1	10	17
pytext/task/serialize.py	pytext/task/pytext_checkpoint_management.py	1	21	1
pytext/metric_reporters/metric_reporter.py	pytext/trainers/trainer.py	1	23	98
pytext/metric_reporters/seq2seq_compositional.py	pytext/metric_reporters/metric_reporter.py	1	9	23
pytext/metric_reporters/seq2seq_metric_reporter.py	pytext/metric_reporters/metric_reporter.py	1	11	23
pytext/metric_reporters/seq2seq_metric_reporter.py	pytext/metric_reporters/seq2seq_compositional.py	1	11	9
pytext/models/embeddings/__init__.py	pytext/models/embeddings/int_weighted_multi_category_embedding.py	1	5	3
pytext/models/embeddings/__init__.py	pytext/data/sources/data_source.py	1	5	28
pytext/models/embeddings/__init__.py	pytext/models/embeddings/int_single_category_embedding.py	1	5	2
pytext/models/seq_models/nar_length.py	pytext/models/seq_models/mask_generator.py	1	2	11
pytext/torchscript/vocab.py	pytext/data/tokenizers/tokenizer.py	1	8	41
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pytext/metrics/seq2seq_metrics.py	pytext/metric_reporters/mask_seq2seq_topk.py	1	3	1
pytext/models/qna/bert_squad_qa.py	pytext/models/output_layers/squad_output_layer.py	1	11	16
pytext/config/component.py	pytext/config/config_adapter.py	1	18	82
pytext/config/component.py	pytext/config/pytext_config.py	1	18	99
pytext/config/component.py	pytext/trainers/trainer.py	1	18	98
pytext/config/component.py	pytext/task/new_task.py	1	18	132
pytext/optimizer/__init__.py	pytext/config/config_adapter.py	1	12	82
pytext/optimizer/__init__.py	pytext/config/pytext_config.py	1	12	99
pytext/optimizer/__init__.py	pytext/trainers/trainer.py	1	12	98
pytext/optimizer/__init__.py	pytext/config/component.py	1	12	18
pytext/trainers/training_state.py	pytext/config/config_adapter.py	1	5	82
pytext/trainers/training_state.py	pytext/config/pytext_config.py	1	5	99
pytext/trainers/training_state.py	pytext/trainers/trainer.py	1	5	98
pytext/trainers/training_state.py	pytext/config/component.py	1	5	18
pytext/trainers/training_state.py	pytext/optimizer/__init__.py	1	5	12
pytext/data/pickleable_gpt2bpe_encoder/__init__.py	pytext/data/tokenizers/tokenizer.py	1	1	41
pytext/data/pickleable_gpt2bpe_encoder/pickleable_gpt2bpe_encoder.py	pytext/data/tokenizers/tokenizer.py	1	1	41
pytext/data/pickleable_gpt2bpe_encoder/pickleable_gpt2bpe_encoder.py	pytext/data/pickleable_gpt2bpe_encoder/__init__.py	1	1	1
pytext/metric_reporters/squad_metric_reporter.py	pytext/data/squad_for_bert_tensorizer.py	1	9	25
pytext/workflow.py	pytext/task/serialize.py	1	83	21
pytext/metric_reporters/__init__.py	pytext/metric_reporters/multi_span_qa_metric_reporter.py	1	12	3
pytext/torchscript/batchutils.py	pytext/task/new_task.py	1	19	132
pytext/task/__init__.py	pytext/task/new_task.py	1	8	132
pytext/models/embeddings/dict_embedding.py	pytext/config/field_config.py	1	16	25
pytext/models/module.py	pytext/task/new_task.py	1	11	132
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pytext/task/tasks.py	pytext/config/pytext_config.py	1	71	99
pytext/task/tasks.py	pytext/task/new_task.py	1	71	132
pytext/task/tasks.py	pytext/torchscript/module.py	1	71	67
pytext/trainers/__init__.py	pytext/trainers/trainer.py	1	9	98
pytext/optimizer/madgrad.py	pytext/optimizer/__init__.py	1	2	12
pytext/utils/torch.py	pytext/torchscript/vocab.py	1	20	8
pytext/main.py	pytext/config/config_adapter.py	1	57	82
pytext/optimizer/swa.py	pytext/optimizer/__init__.py	1	11	12
pytext/optimizer/swa.py	pytext/optimizer/madgrad.py	1	11	2
pytext/metric_reporters/disjoint_multitask_metric_reporter.py	pytext/trainers/trainer.py	1	16	98
pytext/metric_reporters/disjoint_multitask_metric_reporter.py	pytext/metric_reporters/metric_reporter.py	1	16	23
pytext/models/seq_models/attention.py	pytext/models/seq_models/conv_decoder.py	1	4	4
pytext/models/seq_models/attention.py	pytext/models/seq_models/projection_layers.py	1	4	2
pytext/models/seq_models/attention.py	pytext/models/seq_models/conv_encoder.py	1	4	5
pytext/models/seq_models/base.py	pytext/models/seq_models/conv_encoder.py	1	4	5
pytext/models/seq_models/base.py	pytext/models/seq_models/utils.py	1	4	6
pytext/models/seq_models/base.py	pytext/models/seq_models/attention.py	1	4	4
pytext/models/seq_models/light_conv.py	pytext/models/seq_models/conv_encoder.py	1	1	5
pytext/models/seq_models/light_conv.py	pytext/models/seq_models/utils.py	1	1	6
pytext/models/seq_models/light_conv.py	pytext/models/seq_models/attention.py	1	1	4
pytext/models/seq_models/light_conv.py	pytext/models/seq_models/base.py	1	1	4
pytext/models/seq_models/nar_modules.py	pytext/models/seq_models/conv_encoder.py	1	1	5
pytext/models/seq_models/nar_modules.py	pytext/models/seq_models/utils.py	1	1	6
pytext/models/seq_models/nar_modules.py	pytext/models/seq_models/attention.py	1	1	4
pytext/models/seq_models/nar_modules.py	pytext/models/seq_models/base.py	1	1	4
pytext/models/seq_models/nar_modules.py	pytext/models/seq_models/light_conv.py	1	1	1
pytext/utils/usage.py	pytext/task/new_task.py	1	5	132
pytext/task/nop_decorator.py	pytext/task/new_task.py	1	1	132
pytext/data/data_structures/node.py	pytext/metric_reporters/compositional_metric_reporter.py	1	3	12
pytext/metrics/squad_metrics.py	pytext/metric_reporters/squad_metric_reporter.py	1	2	9
pytext/utils/__init__.py	pytext/torchscript/module.py	1	6	67
pytext/models/bert_classification_models.py	pytext/models/qna/bert_squad_qa.py	1	24	11
pytext/config/serialize.py	pytext/task/new_task.py	1	25	132
pytext/loss/structured_loss.py	pytext/loss/loss.py	1	1	43
pytext/loss/structured_loss.py	pytext/loss/__init__.py	1	1	22
pytext/loss/structured_loss.py	pytext/loss/regularized_loss.py	1	1	3
pytext/metric_reporters/compositional_utils.py	pytext/metric_reporters/mask_compositional.py	1	1	4
pytext/data/masked_util.py	pytext/data/masked_tensorizer.py	1	1	1
pytext/models/representations/transformer/multihead_linear_attention.py	pytext/models/representations/transformer/__init__.py	1	5	11
pytext/loss/regularizer.py	pytext/loss/loss.py	1	1	43
pytext/loss/regularizer.py	pytext/loss/__init__.py	1	1	22
pytext/loss/regularizer.py	pytext/loss/regularized_loss.py	1	1	3
pytext/models/bert_regression_model.py	pytext/models/bert_classification_models.py	1	7	24
pytext/optimizer/adabelief.py	pytext/models/bert_classification_models.py	1	3	24
pytext/optimizer/adabelief.py	pytext/models/bert_regression_model.py	1	3	7
pytext/models/representations/huggingface_bert_sentence_encoder.py	pytext/torchscript/utils.py	1	8	29
pytext/models/representations/huggingface_electra_sentence_encoder.py	pytext/models/qna/bert_squad_qa.py	1	1	11
pytext/models/representations/huggingface_electra_sentence_encoder.py	pytext/models/bert_classification_models.py	1	1	24
pytext/data/bert_tensorizer.py	pytext/torchscript/utils.py	1	36	29
pytext/data/bert_tensorizer.py	pytext/data/tokenizers/tokenizer.py	1	36	41
pytext/data/bert_tensorizer.py	pytext/models/representations/huggingface_bert_sentence_encoder.py	1	36	8
pytext/torchscript/tensorizer/tensorizer.py	pytext/task/new_task.py	1	11	132
pytext/torchscript/tensorizer/tensorizer.py	pytext/torchscript/batchutils.py	1	11	19