# Copyright 2021 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. # Lint as: python3 """Common configurations.""" # Import libraries import dataclasses from official.modeling import hyperparams @dataclasses.dataclass class NormActivation(hyperparams.Config): activation: str = 'relu' use_sync_bn: bool = True norm_momentum: float = 0.99 norm_epsilon: float = 0.001 @dataclasses.dataclass class PseudoLabelDataConfig(hyperparams.Config): """Psuedo Label input config for training.""" input_path: str = '' data_ratio: float = 1.0 # Per-batch ratio of pseudo-labeled to labeled data file_type: str = 'tfrecord'