util/time_counter.py

import json
import time

class TimeCounter:
    def __init__(self) -> None:
        pass
    
    def clear(self):
        self.timedict = {}
        self.basetime = time.perf_counter()

    def timeit(self, name):
        nowtime = time.perf_counter() - self.basetime
        self.timedict[name] = nowtime
        self.basetime = time.perf_counter()


class TimeHolder:
    def __init__(self) -> None:
        self.timedict = {}

    def update(self, _timedict:dict):
        for k,v in _timedict.items():
            if k not in self.timedict:
                self.timedict[k] = AverageMeter(name=k, val_only=True)
            self.timedict[k].update(val=v)

    def final_res(self):
        return {k:v.avg for k,v in self.timedict.items()}
        
    def __str__(self):
        return json.dumps(self.final_res(), indent=2)


class AverageMeter(object):
    """Computes and stores the average and current value"""
    def __init__(self, name, fmt=':f', val_only=False):
        self.name = name
        self.fmt = fmt
        self.val_only = val_only
        self.reset()

    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

    def __str__(self):
        if self.val_only:
            fmtstr = '{name} {val' + self.fmt + '}'
        else:
            fmtstr = '{name} {val' + self.fmt + '} ({avg' + self.fmt + '})'
        return fmtstr.format(**self.__dict__)