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official/__init__.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/common/__init__.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/common/dataset_fn.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/common/distribute_utils.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/common/distribute_utils_test.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/common/flags.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/common/registry_imports.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/common/streamz_counters.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/__init__.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/actions.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/actions_test.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/base_task.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/base_trainer.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/base_trainer_test.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/config_definitions.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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interleaving files.
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block_length: The number of consecutive elements to produce from each input
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element before cycling to another input element when interleaving files.
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ram_budget: RAM budget for tf.data service in GB. If None, tf.data will use
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50% of the available host RAM.
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deterministic: A boolean controlling whether determinism should be enforced.
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sharding: Whether sharding is used in the input pipeline.
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enable_tf_data_service: A boolean indicating whether to enable tf.data
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cache: bool = False
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cycle_length: Optional[int] = None
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block_length: int = 1
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ram_budget: Optional[int] = None
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deterministic: Optional[bool] = None
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sharding: bool = True
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enable_tf_data_service: bool = False

official/core/exp_factory.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/export_base.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/export_base_test.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/file_writers.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/file_writers_test.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/input_reader.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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params.prefetch_buffer_size or tf.data.experimental.AUTOTUNE)
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self._autotune_algorithm = params.autotune_algorithm
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self._ram_budget = params.ram_budget
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options.autotune.autotune_algorithm = (
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tf.data.experimental.AutotuneAlgorithm[self._autotune_algorithm])
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tf.data.experimental.AutotuneAlgorithm[self._autotune_algorithm]
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)
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dataset = dataset.with_options(options)
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if self._ram_budget:
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options = tf.data.Options()
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options.autotune.ram_budget = self._ram_budget * 1024 * 1024 * 1024
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dataset = dataset.with_options(options)
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official/core/registry.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/registry_test.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/savedmodel_checkpoint_manager.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/savedmodel_checkpoint_manager_test.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/task_factory.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/test_utils.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/tf_example_builder.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/tf_example_builder_test.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/tf_example_feature_key.py

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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/tf_example_feature_key_test.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/train_lib.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/core/train_lib_test.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/core/train_utils.py

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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/core/train_utils_test.py

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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/legacy/__init__.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/legacy/albert/__init__.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/albert/configs.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/__init__.py

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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/legacy/bert/bert_models.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/bert_models_test.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/common_flags.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/configs.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/export_tfhub.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/export_tfhub_test.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/input_pipeline.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/model_saving_utils.py

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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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# you may not use this file except in compliance with the License.

official/legacy/bert/model_training_utils.py

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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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official/legacy/bert/model_training_utils_test.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/run_classifier.py

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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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# you may not use this file except in compliance with the License.

official/legacy/bert/run_pretraining.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/run_squad.py

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# Copyright 2024 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 not use this file except in compliance with the License.

official/legacy/bert/run_squad_helper.py

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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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# you may not use this file except in compliance with the License.

official/legacy/bert/serving.py

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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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# you may not use this file except in compliance with the License.

official/legacy/detection/__init__.py

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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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official/legacy/detection/configs/__init__.py

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official/legacy/detection/configs/base_config.py

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official/legacy/detection/configs/factory.py

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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/legacy/detection/configs/maskrcnn_config.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

official/legacy/detection/configs/olnmask_config.py

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# Copyright 2023 The TensorFlow Authors. All Rights Reserved.
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# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.

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