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# Copyright 2018 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 distributed computation library for TF.
See [tensorflow/contrib/distribute/README.md](
https://www.tensorflow.org/code/tensorflow/contrib/distribute/README.md)
for overview and examples.
"""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
# pylint: disable=unused-import,wildcard-import
from tensorflow.contrib.distribute.python.collective_all_reduce_strategy import CollectiveAllReduceStrategy
from tensorflow.contrib.distribute.python.cross_tower_ops import *
from tensorflow.contrib.distribute.python.mirrored_strategy import MirroredStrategy
from tensorflow.contrib.distribute.python.monitor import Monitor
from tensorflow.contrib.distribute.python.one_device_strategy import OneDeviceStrategy
from tensorflow.contrib.distribute.python.parameter_server_strategy import ParameterServerStrategy
from tensorflow.contrib.distribute.python.step_fn import *
from tensorflow.contrib.distribute.python.tpu_strategy import TPUStrategy
from tensorflow.python.distribute.distribute_config import DistributeConfig
from tensorflow.python.distribute.distribute_coordinator import run_standard_tensorflow_server
from tensorflow.python.training.distribute import *
from tensorflow.python.training.distribution_strategy_context import *
from tensorflow.python.util.all_util import remove_undocumented
_allowed_symbols = [
'AllReduceCrossTowerOps',
'CollectiveAllReduceStrategy',
'CrossTowerOps',
'DistributeConfig',
'DistributionStrategy',
'MirroredStrategy',
'Monitor',
'OneDeviceStrategy',
'ParameterServerStrategy',
'ReductionToOneDeviceCrossTowerOps',
'Step',
'StandardInputStep',
'StandardSingleLossStep',
'TowerContext',
'TPUStrategy',
'get_cross_tower_context',
'get_distribution_strategy',
'get_loss_reduction',
'get_tower_context',
'has_distribution_strategy',
'require_tower_context',
'run_standard_tensorflow_server',
'UpdateContext',
]
remove_undocumented(__name__, _allowed_symbols)
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