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# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/utils/data/file_io_test.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/model_training_utils.py |
DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/__init__.py | |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/tf_utils.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/model_training_utils_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/activations/swish_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/activations/gelu.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/activations/gelu_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/activations/__init__.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/activations/swish.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/training/distributed_executor.py |
DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/training/__init__.py | |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/hyperparams/params_dict.py |
DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/hyperparams/__init__.py | |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/modeling/hyperparams/params_dict_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/bert_modeling.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/bert_models.py |
# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/transformer/model_params.py |
# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/transformer/model_utils.py |
DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/transformer/__init__.py | |
# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/transformer/model_utils_test.py |
# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/transformer/beam_search_v1_test.py |
# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/transformer/beam_search_v1.py |
DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/__init__.py | |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/losses/weighted_sparse_categorical_crossentropy_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/losses/__init__.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/losses/weighted_sparse_categorical_crossentropy.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/masked_softmax_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/on_device_embedding_test.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/attention.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/transformer_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/dense_einsum_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/__init__.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/position_embedding_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/self_attention_mask.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/masked_softmax.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/on_device_embedding.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/dense_einsum.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/transformer.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/position_embedding.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/transformer_scaffold.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/transformer_scaffold_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/layers/attention_test.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/transformer_encoder.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/span_labeling_test.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/bert_pretrainer.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/classification.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/bert_classifier.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/bert_classifier_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/__init__.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/bert_span_labeler_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/transformer_encoder_test.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/albert_transformer_encoder.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/encoder_scaffold_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/albert_transformer_encoder_test.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/encoder_scaffold.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/classification_test.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/bert_span_labeler.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/bert_pretrainer_test.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applic... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/span_labeling.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/masked_lm.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
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# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/official/nlp/modeling/networks/masked_lm_test.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/PubMedDownloader.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
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# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/SquadDownloader.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
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# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/Downloader.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/BookscorpusTextFormatting.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/NVIDIAPretrainedWeightDownloader.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/__init__.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/WikiDownloader.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/WikicorpusTextFormatting.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/PubMedTextFormatting.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/GLUEDownloader.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/bertPrep.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/BooksDownloader.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/TextSharding.py |
# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/LanguageModeling/BERT/data/GooglePretrainedWeightDownloader.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/inspector.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/__init__.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/train.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/infer.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/eval.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/dataset/__init__.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/dataset/label_map_util.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/dataset/create_coco_tfrecord.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/dataset/tfrecord_util.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/utils/model_utils.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/utils/wbf.py |
# Copyright (c) 2020 NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicabl... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/utils/horovod_utils.py |
import os
import multiprocessing
import numpy as np
import tensorflow as tf
import horovod.tensorflow as hvd
from utils.horovod_utils import get_world_size
def set_flags(params, hps, training=True):
if training and params.set_num_threads:
os.environ['TF_NUM_INTRAOP_THREADS'] = '1'
os.environ['TF... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/utils/setup.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/utils/util_keras.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/utils/train_lib.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/utils/hparams_config.py |
# Lint as: python3
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/efficientnet/efficientnet_model.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/efficientnet/common_modules.py |
from efficientnet.blocks.conv2d_block import conv2d_block
from efficientnet.blocks.mb_conv_block import mb_conv_block
__all__ = ['conv2d_block', 'mb_conv_block'] | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/efficientnet/blocks/__init__.py |
import tensorflow as tf
from typing import Any, Dict, Optional, Text, Tuple
from model import normalization_builder
__all__ = ['conv2d_block']
CONV_KERNEL_INITIALIZER = {
'class_name': 'VarianceScaling',
'config': {
'scale': 2.0,
'mode': 'fan_in',
# Note: this is a truncated normal di... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/efficientnet/blocks/conv2d_block.py |
import tensorflow as tf
from typing import Any, Dict, Optional, Text, Tuple
from efficientnet.layers import get_activation
from efficientnet.blocks import conv2d_block
__all__ = ['mb_conv_block']
def mb_conv_block(inputs: tf.Tensor,
block: dict,
config: dict,
pre... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/efficientnet/blocks/mb_conv_block.py |
# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applica... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/efficientnet/layers/activations.py |
from efficientnet.layers.activations import simple_swish, hard_swish, identity, gelu, get_activation
__all__ = ['simple_swish', 'hard_swish', 'identity', 'gelu', 'get_activation'] | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/efficientnet/layers/__init__.py |
# Copyright 2020 Google Research. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law... | DeepLearningExamples-master | TensorFlow2/Detection/Efficientdet/visualize/shape_utils.py |
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