README.md
official/__init__.py
official/modeling/__init__.py
official/modeling/model_training_utils.py
official/modeling/model_training_utils_test.py
official/modeling/performance.py
official/modeling/tf_utils.py
official/modeling/activations/__init__.py
official/modeling/activations/gelu.py
official/modeling/activations/gelu_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/params_dict.py
official/modeling/hyperparams/params_dict_test.py
official/modeling/training/__init__.py
official/modeling/training/distributed_executor.py
official/nlp/__init__.py
official/nlp/optimization.py
official/nlp/albert/__init__.py
official/nlp/albert/configs.py
official/nlp/albert/export_albert_tfhub.py
official/nlp/albert/export_albert_tfhub_test.py
official/nlp/albert/run_classifier.py
official/nlp/albert/run_squad.py
official/nlp/albert/tf2_albert_encoder_checkpoint_converter.py
official/nlp/bert/__init__.py
official/nlp/bert/bert_models.py
official/nlp/bert/common_flags.py
official/nlp/bert/configs.py
official/nlp/bert/export_tfhub.py
official/nlp/bert/export_tfhub_test.py
official/nlp/bert/input_pipeline.py
official/nlp/bert/model_saving_utils.py
official/nlp/bert/run_classifier.py
official/nlp/bert/run_pretraining.py
official/nlp/bert/run_squad.py
official/nlp/bert/run_squad_helper.py
official/nlp/bert/tf1_checkpoint_converter_lib.py
official/nlp/bert/tf2_encoder_checkpoint_converter.py
official/nlp/bert/tokenization.py
official/nlp/bert/tokenization_test.py
official/nlp/data/__init__.py
official/nlp/data/classifier_data_lib.py
official/nlp/data/create_finetuning_data.py
official/nlp/data/create_pretraining_data.py
official/nlp/data/squad_lib.py
official/nlp/data/squad_lib_sp.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/dense_einsum.py
official/nlp/modeling/layers/dense_einsum_test.py
official/nlp/modeling/layers/masked_softmax.py
official/nlp/modeling/layers/masked_softmax_test.py
official/nlp/modeling/layers/on_device_embedding.py
official/nlp/modeling/layers/on_device_embedding_test.py
official/nlp/modeling/layers/position_embedding.py
official/nlp/modeling/layers/position_embedding_test.py
official/nlp/modeling/layers/self_attention_mask.py
official/nlp/modeling/layers/transformer.py
official/nlp/modeling/layers/transformer_scaffold.py
official/nlp/modeling/layers/transformer_scaffold_test.py
official/nlp/modeling/layers/transformer_test.py
official/nlp/modeling/layers/util.py
official/nlp/modeling/losses/__init__.py
official/nlp/modeling/losses/weighted_sparse_categorical_crossentropy.py
official/nlp/modeling/losses/weighted_sparse_categorical_crossentropy_test.py
official/nlp/modeling/models/__init__.py
official/nlp/modeling/models/bert_classifier.py
official/nlp/modeling/models/bert_classifier_test.py
official/nlp/modeling/models/bert_pretrainer.py
official/nlp/modeling/models/bert_pretrainer_test.py
official/nlp/modeling/models/bert_span_labeler.py
official/nlp/modeling/models/bert_span_labeler_test.py
official/nlp/modeling/networks/__init__.py
official/nlp/modeling/networks/albert_transformer_encoder.py
official/nlp/modeling/networks/albert_transformer_encoder_test.py
official/nlp/modeling/networks/classification.py
official/nlp/modeling/networks/classification_test.py
official/nlp/modeling/networks/encoder_scaffold.py
official/nlp/modeling/networks/encoder_scaffold_test.py
official/nlp/modeling/networks/masked_lm.py
official/nlp/modeling/networks/masked_lm_test.py
official/nlp/modeling/networks/span_labeling.py
official/nlp/modeling/networks/span_labeling_test.py
official/nlp/modeling/networks/transformer_encoder.py
official/nlp/modeling/networks/transformer_encoder_test.py
official/nlp/transformer/__init__.py
official/nlp/transformer/attention_layer.py
official/nlp/transformer/beam_search.py
official/nlp/transformer/beam_search_v1.py
official/nlp/transformer/beam_search_v1_test.py
official/nlp/transformer/compute_bleu.py
official/nlp/transformer/compute_bleu_test.py
official/nlp/transformer/data_download.py
official/nlp/transformer/data_pipeline.py
official/nlp/transformer/embedding_layer.py
official/nlp/transformer/ffn_layer.py
official/nlp/transformer/metrics.py
official/nlp/transformer/misc.py
official/nlp/transformer/model_params.py
official/nlp/transformer/model_utils.py
official/nlp/transformer/model_utils_test.py
official/nlp/transformer/optimizer.py
official/nlp/transformer/transformer.py
official/nlp/transformer/transformer_layers_test.py
official/nlp/transformer/transformer_main.py
official/nlp/transformer/transformer_main_test.py
official/nlp/transformer/transformer_test.py
official/nlp/transformer/translate.py
official/nlp/transformer/utils/__init__.py
official/nlp/transformer/utils/metrics.py
official/nlp/transformer/utils/tokenizer.py
official/nlp/transformer/utils/tokenizer_test.py
official/nlp/xlnet/__init__.py
official/nlp/xlnet/classifier_utils.py
official/nlp/xlnet/common_flags.py
official/nlp/xlnet/data_utils.py
official/nlp/xlnet/optimization.py
official/nlp/xlnet/preprocess_classification_data.py
official/nlp/xlnet/preprocess_pretrain_data.py
official/nlp/xlnet/preprocess_squad_data.py
official/nlp/xlnet/preprocess_utils.py
official/nlp/xlnet/run_classifier.py
official/nlp/xlnet/run_pretrain.py
official/nlp/xlnet/run_squad.py
official/nlp/xlnet/squad_utils.py
official/nlp/xlnet/training_utils.py
official/nlp/xlnet/xlnet_config.py
official/nlp/xlnet/xlnet_modeling.py
official/nlp/xlnet/xlnet_modeling_test.py
official/recommendation/__init__.py
official/recommendation/constants.py
official/recommendation/create_ncf_data.py
official/recommendation/data_pipeline.py
official/recommendation/data_preprocessing.py
official/recommendation/data_test.py
official/recommendation/movielens.py
official/recommendation/ncf_common.py
official/recommendation/ncf_estimator_main.py
official/recommendation/ncf_input_pipeline.py
official/recommendation/ncf_keras_main.py
official/recommendation/ncf_test.py
official/recommendation/neumf_model.py
official/recommendation/popen_helper.py
official/recommendation/stat_utils.py
official/staging/__init__.py
official/staging/shakespeare/__init__.py
official/staging/shakespeare/shakespeare_benchmark.py
official/staging/shakespeare/shakespeare_main.py
official/staging/training/__init__.py
official/staging/training/controller.py
official/staging/training/controller_test.py
official/staging/training/grad_utils.py
official/staging/training/runnable.py
official/staging/training/standard_runnable.py
official/staging/training/utils.py
official/utils/__init__.py
official/utils/hyperparams_flags.py
official/utils/flags/__init__.py
official/utils/flags/_base.py
official/utils/flags/_benchmark.py
official/utils/flags/_conventions.py
official/utils/flags/_device.py
official/utils/flags/_distribution.py
official/utils/flags/_misc.py
official/utils/flags/_performance.py
official/utils/flags/core.py
official/utils/flags/flags_test.py
official/utils/logs/__init__.py
official/utils/logs/cloud_lib.py
official/utils/logs/cloud_lib_test.py
official/utils/logs/hooks.py
official/utils/logs/hooks_helper.py
official/utils/logs/hooks_helper_test.py
official/utils/logs/hooks_test.py
official/utils/logs/logger.py
official/utils/logs/logger_test.py
official/utils/logs/metric_hook.py
official/utils/logs/metric_hook_test.py
official/utils/logs/mlperf_helper.py
official/utils/misc/__init__.py
official/utils/misc/callstack_sampler.py
official/utils/misc/distribution_utils.py
official/utils/misc/distribution_utils_test.py
official/utils/misc/keras_utils.py
official/utils/misc/model_helpers.py
official/utils/misc/model_helpers_test.py
official/utils/misc/tpu_lib.py
official/utils/testing/__init__.py
official/utils/testing/benchmark_wrappers.py
official/utils/testing/integration.py
official/utils/testing/mock_lib.py
official/utils/testing/perfzero_benchmark.py
official/vision/__init__.py
official/vision/detection/__init__.py
official/vision/detection/main.py
official/vision/detection/configs/__init__.py
official/vision/detection/configs/base_config.py
official/vision/detection/configs/factory.py
official/vision/detection/configs/maskrcnn_config.py
official/vision/detection/configs/retinanet_config.py
official/vision/detection/dataloader/__init__.py
official/vision/detection/dataloader/anchor.py
official/vision/detection/dataloader/factory.py
official/vision/detection/dataloader/input_reader.py
official/vision/detection/dataloader/maskrcnn_parser.py
official/vision/detection/dataloader/mode_keys.py
official/vision/detection/dataloader/retinanet_parser.py
official/vision/detection/dataloader/shapemask_parser.py
official/vision/detection/dataloader/tf_example_decoder.py
official/vision/detection/evaluation/__init__.py
official/vision/detection/evaluation/coco_evaluator.py
official/vision/detection/evaluation/coco_utils.py
official/vision/detection/evaluation/factory.py
official/vision/detection/executor/__init__.py
official/vision/detection/executor/detection_executor.py
official/vision/detection/modeling/__init__.py
official/vision/detection/modeling/base_model.py
official/vision/detection/modeling/checkpoint_utils.py
official/vision/detection/modeling/factory.py
official/vision/detection/modeling/learning_rates.py
official/vision/detection/modeling/losses.py
official/vision/detection/modeling/maskrcnn_model.py
official/vision/detection/modeling/retinanet_model.py
official/vision/detection/modeling/architecture/__init__.py
official/vision/detection/modeling/architecture/factory.py
official/vision/detection/modeling/architecture/fpn.py
official/vision/detection/modeling/architecture/heads.py
official/vision/detection/modeling/architecture/identity.py
official/vision/detection/modeling/architecture/nn_ops.py
official/vision/detection/modeling/architecture/resnet.py
official/vision/detection/utils/__init__.py
official/vision/detection/utils/autoaugment_utils.py
official/vision/detection/utils/box_utils.py
official/vision/detection/utils/class_utils.py
official/vision/detection/utils/dataloader_utils.py
official/vision/detection/utils/input_utils.py
official/vision/detection/utils/mask_utils.py
official/vision/detection/utils/object_detection/__init__.py
official/vision/detection/utils/object_detection/argmax_matcher.py
official/vision/detection/utils/object_detection/balanced_positive_negative_sampler.py
official/vision/detection/utils/object_detection/box_coder.py
official/vision/detection/utils/object_detection/box_list.py
official/vision/detection/utils/object_detection/box_list_ops.py
official/vision/detection/utils/object_detection/faster_rcnn_box_coder.py
official/vision/detection/utils/object_detection/matcher.py
official/vision/detection/utils/object_detection/minibatch_sampler.py
official/vision/detection/utils/object_detection/ops.py
official/vision/detection/utils/object_detection/preprocessor.py
official/vision/detection/utils/object_detection/region_similarity_calculator.py
official/vision/detection/utils/object_detection/shape_utils.py
official/vision/detection/utils/object_detection/target_assigner.py
official/vision/detection/utils/object_detection/visualization_utils.py
official/vision/image_classification/__init__.py
official/vision/image_classification/augment.py
official/vision/image_classification/augment_test.py
official/vision/image_classification/callbacks.py
official/vision/image_classification/classifier_trainer.py
official/vision/image_classification/classifier_trainer_test.py
official/vision/image_classification/dataset_factory.py
official/vision/image_classification/learning_rate.py
official/vision/image_classification/learning_rate_test.py
official/vision/image_classification/mnist_main.py
official/vision/image_classification/mnist_test.py
official/vision/image_classification/optimizer_factory.py
official/vision/image_classification/optimizer_factory_test.py
official/vision/image_classification/preprocessing.py
official/vision/image_classification/test_utils.py
official/vision/image_classification/configs/__init__.py
official/vision/image_classification/configs/base_configs.py
official/vision/image_classification/configs/configs.py
official/vision/image_classification/efficientnet/__init__.py
official/vision/image_classification/efficientnet/common_modules.py
official/vision/image_classification/efficientnet/efficientnet_config.py
official/vision/image_classification/efficientnet/efficientnet_model.py
official/vision/image_classification/resnet/__init__.py
official/vision/image_classification/resnet/cifar_preprocessing.py
official/vision/image_classification/resnet/common.py
official/vision/image_classification/resnet/imagenet_preprocessing.py
official/vision/image_classification/resnet/resnet_config.py
official/vision/image_classification/resnet/resnet_ctl_imagenet_main.py
official/vision/image_classification/resnet/resnet_imagenet_main.py
official/vision/image_classification/resnet/resnet_model.py
official/vision/image_classification/resnet/resnet_runnable.py
official/vision/image_classification/resnet/tfhub_export.py
tf_models_official.egg-info/PKG-INFO
tf_models_official.egg-info/SOURCES.txt
tf_models_official.egg-info/dependency_links.txt
tf_models_official.egg-info/requires.txt
tf_models_official.egg-info/top_level.txt