forked from 626_privacy/tensorflow_privacy
46 lines
2.3 KiB
Python
46 lines
2.3 KiB
Python
# Copyright 2020, The TensorFlow Privacy Authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""TensorFlow Privacy library v1 imports.
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This module includes classes designed to be compatible with TF1, based on
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`tf.compat.v1.train.Optimizer` and `tf.estimator.Estimator`.
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"""
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import sys
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# pylint: disable=g-import-not-at-top
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if hasattr(sys, 'skip_tf_privacy_import'): # Useful for standalone scripts.
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pass
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else:
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# Estimators
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from tensorflow_privacy.privacy.estimators.v1.dnn import DNNClassifier as DNNClassifierV1
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# Optimizers
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from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPAdagradGaussianOptimizer
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from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPAdagradOptimizer
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from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPAdamGaussianOptimizer
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from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPAdamOptimizer
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from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPGradientDescentGaussianOptimizer
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from tensorflow_privacy.privacy.optimizers.dp_optimizer import DPGradientDescentOptimizer
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from tensorflow_privacy.privacy.optimizers.dp_optimizer import make_optimizer_class
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from tensorflow_privacy.privacy.optimizers.dp_optimizer_vectorized import VectorizedDPAdagradOptimizer
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from tensorflow_privacy.privacy.optimizers.dp_optimizer_vectorized import VectorizedDPAdamOptimizer
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from tensorflow_privacy.privacy.optimizers.dp_optimizer_vectorized import VectorizedDPSGDOptimizer
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from tensorflow_privacy.privacy.optimizers.dp_optimizer_vectorized import VectorizedDPAdagrad
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from tensorflow_privacy.privacy.optimizers.dp_optimizer_vectorized import VectorizedDPAdam
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from tensorflow_privacy.privacy.optimizers.dp_optimizer_vectorized import VectorizedDPSGD
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from tensorflow_privacy.privacy.optimizers.dp_optimizer_vectorized import make_vectorized_optimizer_class
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