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      1 # Copyright 2016 The TensorFlow Authors. All Rights Reserved.
      2 #
      3 # Licensed under the Apache License, Version 2.0 (the "License");
      4 # you may not use this file except in compliance with the License.
      5 # You may obtain a copy of the License at
      6 #
      7 #     http://www.apache.org/licenses/LICENSE-2.0
      8 #
      9 # Unless required by applicable law or agreed to in writing, software
     10 # distributed under the License is distributed on an "AS IS" BASIS,
     11 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
     12 # See the License for the specific language governing permissions and
     13 # limitations under the License.
     14 # ==============================================================================
     15 """Keras built-in optimizers."""
     16 
     17 from __future__ import absolute_import
     18 from __future__ import division
     19 from __future__ import print_function
     20 
     21 # Optimizer classes.
     22 from tensorflow.python.keras._impl.keras.optimizers import Adadelta
     23 from tensorflow.python.keras._impl.keras.optimizers import Adagrad
     24 from tensorflow.python.keras._impl.keras.optimizers import Adam
     25 from tensorflow.python.keras._impl.keras.optimizers import Adamax
     26 from tensorflow.python.keras._impl.keras.optimizers import Nadam
     27 from tensorflow.python.keras._impl.keras.optimizers import Optimizer
     28 from tensorflow.python.keras._impl.keras.optimizers import RMSprop
     29 from tensorflow.python.keras._impl.keras.optimizers import SGD
     30 
     31 # Auxiliary utils.
     32 # pylint: disable=g-bad-import-order
     33 from tensorflow.python.keras._impl.keras.optimizers import deserialize
     34 from tensorflow.python.keras._impl.keras.optimizers import serialize
     35 from tensorflow.python.keras._impl.keras.optimizers import get
     36 
     37 del absolute_import
     38 del division
     39 del print_function
     40