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Runtime error
File size: 1,011 Bytes
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import time
import torch
class AvgrageMeter(object):
def __init__(self):
self.reset()
def reset(self):
self.avg = 0
self.sum = 0
self.cnt = 0
def update(self, val, n=1):
self.sum += val * n
self.cnt += n
self.avg = self.sum / self.cnt
class Timer:
timer_map = {}
def __init__(self, name, enable=False):
if name not in Timer.timer_map:
Timer.timer_map[name] = 0
self.name = name
self.enable = enable
def __enter__(self):
if self.enable:
if torch.cuda.is_available():
torch.cuda.synchronize()
self.t = time.time()
def __exit__(self, exc_type, exc_val, exc_tb):
if self.enable:
if torch.cuda.is_available():
torch.cuda.synchronize()
Timer.timer_map[self.name] += time.time() - self.t
if self.enable:
print(f'[Timer] {self.name}: {Timer.timer_map[self.name]}')
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