EVOLUTION-MANAGER

Edit File: learning_rate_decay.py

# Copyright 2015 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 applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================== """Various learning rate decay functions.""" from __future__ import absolute_import from __future__ import division from __future__ import print_function from tensorflow.python.keras.optimizer_v2 import legacy_learning_rate_decay as learning_rate_decay exponential_decay = learning_rate_decay.exponential_decay piecewise_constant = learning_rate_decay.piecewise_constant polynomial_decay = learning_rate_decay.polynomial_decay natural_exp_decay = learning_rate_decay.natural_exp_decay inverse_time_decay = learning_rate_decay.inverse_time_decay cosine_decay = learning_rate_decay.cosine_decay cosine_decay_restarts = learning_rate_decay.cosine_decay_restarts linear_cosine_decay = learning_rate_decay.linear_cosine_decay noisy_linear_cosine_decay = learning_rate_decay.noisy_linear_cosine_decay