# 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. import math import time class Timer(object): '''Calculate runing speed and estimated time of arrival(ETA)''' def __init__(self, total_step: int): self.total_step = total_step self.last_start_step = 0 self.current_step = 0 self._is_running = True self.ips = 0 def start(self): self.last_time = time.time() self.start_time = time.time() def stop(self): self._is_running = False self.end_time = time.time() def count(self) -> int: if not self.current_step >= self.total_step: self.current_step += 1 return self.current_step @property def timing(self) -> float: run_steps = self.current_step - self.last_start_step self.last_start_step = self.current_step time_used = time.time() - self.last_time self.last_time = time.time() self.ips = run_steps / time_used return time_used / run_steps @property def is_running(self) -> bool: return self._is_running @property def ips(self) -> float: return self.ips @property def eta(self) -> str: if not self.is_running: return '00:00:00' remaining_time = time.time() - self.start_time return seconds_to_hms(remaining_time) def seconds_to_hms(seconds: int) -> str: '''Convert the number of seconds to hh:mm:ss''' h = math.floor(seconds / 3600) m = math.floor((seconds - h * 3600) / 60) s = int(seconds - h * 3600 - m * 60) hms_str = '{:0>2}:{:0>2}:{:0>2}'.format(h, m, s) return hms_str