#copyright (c) 2020 PaddlePaddle Authors. All Rights Reserve. # #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. __all__ = ['AverageMeter'] class AverageMeter(object): """ Computes and stores the average and current value """ def __init__(self, name='', fmt=':f', avg=False): self.name = name self.fmt = fmt self.avg_flag = avg self.reset() def reset(self): """ reset """ self.val = 0 self.avg = 0 self.sum = 0 self.count = 0 def update(self, val, n=1): """ update """ self.val = val self.sum += val * n self.count += n self.avg = self.sum / self.count def __str__(self): fmtstr = '[{name}: {val' + self.fmt + '}]' if self.avg_flag: fmtstr += '[{name}(avg): {avg' + self.fmt + '}]' return fmtstr.format(**self.__dict__)