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official/__init__.py
official/common/__init__.py
official/common/dataset_fn.py
official/common/distribute_utils.py
official/common/distribute_utils_test.py
official/common/flags.py
official/common/registry_imports.py
official/common/streamz_counters.py
official/core/__init__.py
official/core/actions.py
official/core/actions_test.py
official/core/base_task.py
official/core/base_trainer.py
official/core/base_trainer_test.py
official/core/config_definitions.py
official/core/exp_factory.py
official/core/export_base.py
official/core/export_base_test.py
official/core/file_writers.py
official/core/file_writers_test.py
official/core/input_reader.py
official/core/registry.py
official/core/registry_test.py
official/core/savedmodel_checkpoint_manager.py
official/core/savedmodel_checkpoint_manager_test.py
official/core/task_factory.py
official/core/test_utils.py
official/core/tf_example_builder.py
official/core/tf_example_builder_test.py
official/core/tf_example_feature_key.py
official/core/tf_example_feature_key_test.py
official/core/train_lib.py
official/core/train_lib_test.py
official/core/train_utils.py
official/core/train_utils_test.py
official/legacy/__init__.py
official/legacy/albert/__init__.py
official/legacy/albert/configs.py
official/legacy/bert/__init__.py
official/legacy/bert/bert_models.py
official/legacy/bert/bert_models_test.py
official/legacy/bert/common_flags.py
official/legacy/bert/configs.py
official/legacy/bert/export_tfhub.py
official/legacy/bert/export_tfhub_test.py
official/legacy/bert/input_pipeline.py
official/legacy/bert/model_saving_utils.py
official/legacy/bert/model_training_utils.py
official/legacy/bert/model_training_utils_test.py
official/legacy/bert/run_classifier.py
official/legacy/bert/run_pretraining.py
official/legacy/bert/run_squad.py
official/legacy/bert/run_squad_helper.py
official/legacy/bert/serving.py
official/legacy/detection/__init__.py
official/legacy/detection/main.py
official/legacy/detection/configs/__init__.py
official/legacy/detection/configs/base_config.py
official/legacy/detection/configs/factory.py
official/legacy/detection/configs/maskrcnn_config.py
official/legacy/detection/configs/olnmask_config.py
official/legacy/detection/configs/retinanet_config.py
official/legacy/detection/configs/shapemask_config.py
official/legacy/detection/dataloader/__init__.py
official/legacy/detection/dataloader/anchor.py
official/legacy/detection/dataloader/factory.py
official/legacy/detection/dataloader/input_reader.py
official/legacy/detection/dataloader/maskrcnn_parser.py
official/legacy/detection/dataloader/mode_keys.py
official/legacy/detection/dataloader/olnmask_parser.py
official/legacy/detection/dataloader/retinanet_parser.py
official/legacy/detection/dataloader/shapemask_parser.py
official/legacy/detection/dataloader/tf_example_decoder.py
official/legacy/detection/evaluation/__init__.py
official/legacy/detection/evaluation/coco_evaluator.py
official/legacy/detection/evaluation/coco_utils.py
official/legacy/detection/evaluation/factory.py
official/legacy/detection/executor/__init__.py
official/legacy/detection/executor/detection_executor.py
official/legacy/detection/executor/distributed_executor.py
official/legacy/detection/modeling/__init__.py
official/legacy/detection/modeling/base_model.py
official/legacy/detection/modeling/checkpoint_utils.py
official/legacy/detection/modeling/factory.py
official/legacy/detection/modeling/learning_rates.py
official/legacy/detection/modeling/losses.py
official/legacy/detection/modeling/maskrcnn_model.py
official/legacy/detection/modeling/olnmask_model.py
official/legacy/detection/modeling/optimizers.py
official/legacy/detection/modeling/retinanet_model.py
official/legacy/detection/modeling/shapemask_model.py
official/legacy/detection/modeling/architecture/__init__.py
official/legacy/detection/modeling/architecture/factory.py
official/legacy/detection/modeling/architecture/fpn.py
official/legacy/detection/modeling/architecture/heads.py
official/legacy/detection/modeling/architecture/identity.py
official/legacy/detection/modeling/architecture/nn_blocks.py
official/legacy/detection/modeling/architecture/nn_ops.py
official/legacy/detection/modeling/architecture/resnet.py
official/legacy/detection/modeling/architecture/spinenet.py
official/legacy/detection/ops/__init__.py
official/legacy/detection/ops/nms.py
official/legacy/detection/ops/postprocess_ops.py
official/legacy/detection/ops/roi_ops.py
official/legacy/detection/ops/spatial_transform_ops.py
official/legacy/detection/ops/target_ops.py
official/legacy/detection/utils/__init__.py
official/legacy/detection/utils/box_utils.py
official/legacy/detection/utils/class_utils.py
official/legacy/detection/utils/dataloader_utils.py
official/legacy/detection/utils/input_utils.py
official/legacy/detection/utils/mask_utils.py
official/legacy/image_classification/__init__.py
official/legacy/image_classification/augment.py
official/legacy/image_classification/augment_test.py
official/legacy/image_classification/callbacks.py
official/legacy/image_classification/classifier_trainer.py
official/legacy/image_classification/classifier_trainer_test.py
official/legacy/image_classification/classifier_trainer_util_test.py
official/legacy/image_classification/dataset_factory.py
official/legacy/image_classification/learning_rate.py
official/legacy/image_classification/learning_rate_test.py
official/legacy/image_classification/mnist_main.py
official/legacy/image_classification/mnist_test.py
official/legacy/image_classification/optimizer_factory.py
official/legacy/image_classification/optimizer_factory_test.py
official/legacy/image_classification/preprocessing.py
official/legacy/image_classification/test_utils.py
official/legacy/image_classification/configs/__init__.py
official/legacy/image_classification/configs/base_configs.py
official/legacy/image_classification/configs/configs.py
official/legacy/image_classification/efficientnet/__init__.py
official/legacy/image_classification/efficientnet/common_modules.py
official/legacy/image_classification/efficientnet/efficientnet_config.py
official/legacy/image_classification/efficientnet/efficientnet_model.py
official/legacy/image_classification/efficientnet/tfhub_export.py
official/legacy/image_classification/resnet/__init__.py
official/legacy/image_classification/resnet/common.py
official/legacy/image_classification/resnet/imagenet_preprocessing.py
official/legacy/image_classification/resnet/resnet_config.py
official/legacy/image_classification/resnet/resnet_ctl_imagenet_main.py
official/legacy/image_classification/resnet/resnet_model.py
official/legacy/image_classification/resnet/resnet_runnable.py
official/legacy/image_classification/resnet/tfhub_export.py
official/legacy/image_classification/vgg/__init__.py
official/legacy/image_classification/vgg/vgg_config.py
official/legacy/image_classification/vgg/vgg_model.py
official/legacy/transformer/__init__.py
official/legacy/transformer/attention_layer.py
official/legacy/transformer/beam_search_v1.py
official/legacy/transformer/compute_bleu.py
official/legacy/transformer/compute_bleu_test.py
official/legacy/transformer/data_download.py
official/legacy/transformer/data_pipeline.py
official/legacy/transformer/embedding_layer.py
official/legacy/transformer/ffn_layer.py
official/legacy/transformer/metrics.py
official/legacy/transformer/misc.py
official/legacy/transformer/model_params.py
official/legacy/transformer/model_utils.py
official/legacy/transformer/model_utils_test.py
official/legacy/transformer/optimizer.py
official/legacy/transformer/transformer.py
official/legacy/transformer/transformer_forward_test.py
official/legacy/transformer/transformer_layers_test.py
official/legacy/transformer/transformer_main.py
official/legacy/transformer/transformer_main_test.py
official/legacy/transformer/transformer_test.py
official/legacy/transformer/translate.py
official/legacy/transformer/utils/__init__.py
official/legacy/transformer/utils/metrics.py
official/legacy/transformer/utils/tokenizer.py
official/legacy/transformer/utils/tokenizer_test.py
official/legacy/xlnet/__init__.py
official/legacy/xlnet/classifier_utils.py
official/legacy/xlnet/common_flags.py
official/legacy/xlnet/data_utils.py
official/legacy/xlnet/optimization.py
official/legacy/xlnet/preprocess_classification_data.py
official/legacy/xlnet/preprocess_pretrain_data.py
official/legacy/xlnet/preprocess_squad_data.py
official/legacy/xlnet/preprocess_utils.py
official/legacy/xlnet/run_classifier.py
official/legacy/xlnet/run_pretrain.py
official/legacy/xlnet/run_squad.py
official/legacy/xlnet/squad_utils.py
official/legacy/xlnet/training_utils.py
official/legacy/xlnet/xlnet_config.py
official/legacy/xlnet/xlnet_modeling.py
official/modeling/__init__.py
official/modeling/grad_utils.py
official/modeling/grad_utils_test.py
official/modeling/performance.py
official/modeling/tf_utils.py
official/modeling/tf_utils_test.py
official/modeling/activations/__init__.py
official/modeling/activations/gelu.py
official/modeling/activations/gelu_test.py
official/modeling/activations/mish.py
official/modeling/activations/mish_test.py
official/modeling/activations/relu.py
official/modeling/activations/relu_test.py
official/modeling/activations/sigmoid.py
official/modeling/activations/sigmoid_test.py
official/modeling/activations/swish.py
official/modeling/activations/swish_test.py
official/modeling/hyperparams/__init__.py
official/modeling/hyperparams/base_config.py
official/modeling/hyperparams/base_config_test.py
official/modeling/hyperparams/oneof.py
official/modeling/hyperparams/oneof_test.py
official/modeling/hyperparams/params_dict.py
official/modeling/hyperparams/params_dict_test.py
official/modeling/multitask/__init__.py
official/modeling/multitask/base_model.py
official/modeling/multitask/base_trainer.py
official/modeling/multitask/base_trainer_test.py
official/modeling/multitask/configs.py
official/modeling/multitask/evaluator.py
official/modeling/multitask/evaluator_test.py
official/modeling/multitask/interleaving_trainer.py
official/modeling/multitask/interleaving_trainer_test.py
official/modeling/multitask/multitask.py
official/modeling/multitask/task_sampler.py
official/modeling/multitask/task_sampler_test.py
official/modeling/multitask/test_utils.py
official/modeling/multitask/train_lib.py
official/modeling/multitask/train_lib_test.py
official/modeling/optimization/__init__.py
official/modeling/optimization/adafactor_optimizer.py
official/modeling/optimization/ema_optimizer.py
official/modeling/optimization/lamb.py
official/modeling/optimization/lamb_test.py
official/modeling/optimization/lars.py
official/modeling/optimization/legacy_adamw.py
official/modeling/optimization/lr_schedule.py
official/modeling/optimization/lr_schedule_test.py
official/modeling/optimization/optimizer_factory.py
official/modeling/optimization/optimizer_factory_test.py
official/modeling/optimization/slide_optimizer.py
official/modeling/optimization/configs/__init__.py
official/modeling/optimization/configs/learning_rate_config.py
official/modeling/optimization/configs/optimization_config.py
official/modeling/optimization/configs/optimization_config_test.py
official/modeling/optimization/configs/optimizer_config.py
official/modeling/privacy/__init__.py
official/modeling/privacy/configs.py
official/modeling/privacy/configs_test.py
official/modeling/privacy/ops.py
official/modeling/privacy/ops_test.py
official/nlp/__init__.py
official/nlp/continuous_finetune_lib.py
official/nlp/continuous_finetune_lib_test.py
official/nlp/optimization.py
official/nlp/train.py
official/nlp/configs/__init__.py
official/nlp/configs/bert.py
official/nlp/configs/electra.py
official/nlp/configs/encoders.py
official/nlp/configs/encoders_test.py
official/nlp/configs/experiment_configs.py
official/nlp/configs/finetuning_experiments.py
official/nlp/configs/pretraining_experiments.py
official/nlp/configs/wmt_transformer_experiments.py
official/nlp/data/__init__.py
official/nlp/data/classifier_data_lib.py
official/nlp/data/classifier_data_lib_test.py
official/nlp/data/create_finetuning_data.py
official/nlp/data/create_pretraining_data.py
official/nlp/data/create_pretraining_data_test.py
official/nlp/data/create_xlnet_pretraining_data.py
official/nlp/data/create_xlnet_pretraining_data_test.py
official/nlp/data/data_loader.py
official/nlp/data/data_loader_factory.py
official/nlp/data/data_loader_factory_test.py
official/nlp/data/dual_encoder_dataloader.py
official/nlp/data/dual_encoder_dataloader_test.py
official/nlp/data/pretrain_dataloader.py
official/nlp/data/pretrain_dataloader_test.py
official/nlp/data/pretrain_dynamic_dataloader.py
official/nlp/data/pretrain_dynamic_dataloader_test.py
official/nlp/data/pretrain_text_dataloader.py
official/nlp/data/question_answering_dataloader.py
official/nlp/data/question_answering_dataloader_test.py
official/nlp/data/sentence_prediction_dataloader.py
official/nlp/data/sentence_prediction_dataloader_test.py
official/nlp/data/sentence_retrieval_lib.py
official/nlp/data/squad_lib.py
official/nlp/data/squad_lib_sp.py
official/nlp/data/tagging_data_lib.py
official/nlp/data/tagging_data_lib_test.py
official/nlp/data/tagging_dataloader.py
official/nlp/data/tagging_dataloader_test.py
official/nlp/data/train_sentencepiece.py
official/nlp/data/wmt_dataloader.py
official/nlp/data/wmt_dataloader_test.py
official/nlp/metrics/__init__.py
official/nlp/metrics/bleu.py
official/nlp/metrics/bleu_test.py
official/nlp/modeling/__init__.py
official/nlp/modeling/layers/__init__.py
official/nlp/modeling/layers/attention.py
official/nlp/modeling/layers/attention_test.py
official/nlp/modeling/layers/bigbird_attention.py
official/nlp/modeling/layers/bigbird_attention_test.py
official/nlp/modeling/layers/block_diag_feedforward.py
official/nlp/modeling/layers/block_diag_feedforward_test.py
official/nlp/modeling/layers/block_sparse_attention.py
official/nlp/modeling/layers/block_sparse_attention_test.py
official/nlp/modeling/layers/cls_head.py
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official/nlp/modeling/layers/factorized_embedding.py
official/nlp/modeling/layers/factorized_embedding_test.py
official/nlp/modeling/layers/gated_feedforward.py
official/nlp/modeling/layers/gated_feedforward_test.py
official/nlp/modeling/layers/gaussian_process.py
official/nlp/modeling/layers/gaussian_process_test.py
official/nlp/modeling/layers/kernel_attention.py
official/nlp/modeling/layers/kernel_attention_test.py
official/nlp/modeling/layers/masked_lm.py
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official/nlp/modeling/layers/masked_softmax.py
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official/nlp/modeling/layers/mat_mul_with_margin.py
official/nlp/modeling/layers/mat_mul_with_margin_test.py
official/nlp/modeling/layers/mixing.py
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official/nlp/modeling/layers/mobile_bert_layers.py
official/nlp/modeling/layers/mobile_bert_layers_test.py
official/nlp/modeling/layers/moe.py
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official/nlp/modeling/layers/multi_channel_attention.py
official/nlp/modeling/layers/multi_channel_attention_test.py
official/nlp/modeling/layers/multi_query_attention.py
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official/nlp/modeling/layers/on_device_embedding.py
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official/nlp/modeling/layers/per_dim_scale_attention.py
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official/nlp/modeling/layers/position_embedding.py
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official/nlp/modeling/layers/relative_attention.py
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official/nlp/modeling/layers/rezero_transformer.py
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official/nlp/modeling/layers/routing.py
official/nlp/modeling/layers/routing_test.py
official/nlp/modeling/layers/self_attention_mask.py
official/nlp/modeling/layers/spectral_normalization.py
official/nlp/modeling/layers/spectral_normalization_test.py
official/nlp/modeling/layers/talking_heads_attention.py
official/nlp/modeling/layers/talking_heads_attention_test.py
official/nlp/modeling/layers/text_layers.py
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official/nlp/modeling/layers/tn_expand_condense.py
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official/nlp/modeling/layers/transformer_xl.py
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official/nlp/modeling/losses/__init__.py
official/nlp/modeling/losses/weighted_sparse_categorical_crossentropy.py
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official/nlp/modeling/models/__init__.py
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official/nlp/modeling/models/electra_pretrainer.py
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official/nlp/serving/export_savedmodel.py
official/nlp/serving/export_savedmodel_test.py
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official/nlp/tasks/__init__.py
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official/nlp/tasks/electra_task.py
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official/nlp/tasks/question_answering.py
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official/nlp/tasks/sentence_prediction.py
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official/nlp/tools/export_tfhub_lib.py
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official/nlp/tools/squad_evaluate_v1_1.py
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official/nlp/tools/tf1_bert_checkpoint_converter_lib.py
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official/projects/__init__.py
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