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- # Copyright 2020 Huawei Technologies Co., Ltd
- #
- # 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.
- # ============================================================================
- """
- Optimizer.
-
- Provide common optimizers for training, such as SGD, ADAM, Momentum.
- The optimizer is used to calculate and update the gradients.
- """
- from .optimizer import Optimizer
- from .momentum import Momentum
- from .adam import Adam, AdamWeightDecay
- from .lamb import Lamb
- from .sgd import SGD
- from .lars import LARS
- from .ftrl import FTRL
- from .rmsprop import RMSProp
- from .proximal_ada_grad import ProximalAdagrad
- from .lazyadam import LazyAdam
-
- __all__ = ['Optimizer', 'Momentum', 'LARS', 'Adam', 'AdamWeightDecay', 'LazyAdam',
- 'Lamb', 'SGD', 'FTRL', 'RMSProp', 'ProximalAdagrad']
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