| import functools |
| import time |
| from collections import defaultdict |
| import torch |
| time_maps = defaultdict(lambda :0.) |
| count_maps = defaultdict(lambda :0.) |
| def run_time(name): |
| def middle(fn): |
| def wrapper(*args, **kwargs): |
| torch.cuda.synchronize() |
| start = time.time() |
| res = fn(*args, **kwargs) |
| torch.cuda.synchronize() |
| time_maps['%s : %s'%(name, fn.__name__) ] += time.time()-start |
| count_maps['%s : %s'%(name, fn.__name__) ] +=1 |
| print("%s : %s takes up %f "% (name, fn.__name__,time_maps['%s : %s'%(name, fn.__name__) ] /count_maps['%s : %s'%(name, fn.__name__) ] )) |
| return res |
| return wrapper |
| return middle |
| |
