# Copyright (c) 2021 PaddlePaddle 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. class IntervalTrigger(object): """A Predicate to do something every N cycle.""" def __init__(self, period: int, unit: str): if unit not in ("iteration", "epoch"): raise ValueError("unit should be 'iteration' or 'epoch'") if period <= 0: raise ValueError("period should be a positive integer.") self.period = period self.unit = unit self.last_index = None def __call__(self, trainer): if self.last_index is None: last_index = getattr(trainer.updater.state, self.unit) self.last_index = last_index last_index = self.last_index index = getattr(trainer.updater.state, self.unit) fire = index // self.period != last_index // self.period self.last_index = index return fire