DeepLearningExamples/PaddlePaddle/Classification/RN50v1.5/utils/misc.py

# Copyright (c) 2022 NVIDIA Corporation.  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.

__all__ = ['AverageMeter']


class AverageMeter:
    """
    A container to keep running sum, mean and last value.
    """

    def __init__(self, name='', fmt='f', postfix="", need_avg=True):
        self.name = name
        self.fmt = fmt
        self.postfix = postfix
        self.need_avg = need_avg
        self.val = 0
        self.avg = 0
        self.sum = 0
        self.count = 0

    def reset(self):
        self.val = 0
        self.avg = 0
        self.sum = 0
        self.count = 0

    def update(self, val, n=1):
        self.val = val
        self.sum += val * n
        self.count += n
        self.avg = self.sum / self.count

    @property
    def total(self):
        return '{self.sum:{self.fmt}}{self.postfix}'.format(self=self)