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# Copyright 2016 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.
# ==============================================================================
"""A module containing optimization routines."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
# pylint: disable=wildcard-import
from tensorflow.contrib.opt.python.training.drop_stale_gradient_optimizer import *
from tensorflow.contrib.opt.python.training.external_optimizer import *
from tensorflow.contrib.opt.python.training.lazy_adam_optimizer import *
from tensorflow.contrib.opt.python.training.nadam_optimizer import *
from tensorflow.contrib.opt.python.training.moving_average_optimizer import *
from tensorflow.contrib.opt.python.training.nadam_optimizer import *
from tensorflow.contrib.opt.python.training.variable_clipping_optimizer import *
# pylint: enable=wildcard-import
from tensorflow.python.util.all_util import remove_undocumented
_allowed_symbols = [
'DelayCompensatedGradientDescentOptimizer',
'DropStaleGradientOptimizer', 'ExternalOptimizerInterface',
'LazyAdamOptimizer', 'NadamOptimizer', 'MovingAverageOptimizer',
'ScipyOptimizerInterface', 'VariableClippingOptimizer'
]
remove_undocumented(__name__, _allowed_symbols)
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