33 lines
1.5 KiB
Python
33 lines
1.5 KiB
Python
# Copyright 2015 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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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ==============================================================================
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"""Various learning rate decay functions."""
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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from tensorflow.python.keras.optimizer_v2 import legacy_learning_rate_decay as learning_rate_decay
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exponential_decay = learning_rate_decay.exponential_decay
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piecewise_constant = learning_rate_decay.piecewise_constant
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polynomial_decay = learning_rate_decay.polynomial_decay
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natural_exp_decay = learning_rate_decay.natural_exp_decay
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inverse_time_decay = learning_rate_decay.inverse_time_decay
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cosine_decay = learning_rate_decay.cosine_decay
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cosine_decay_restarts = learning_rate_decay.cosine_decay_restarts
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linear_cosine_decay = learning_rate_decay.linear_cosine_decay
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noisy_linear_cosine_decay = learning_rate_decay.noisy_linear_cosine_decay
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