File size: 609 Bytes
0b32ad6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 |
"""
Fix random seeds
Authors
* Heng-Jui Chang 2022
"""
import random
import numpy as np
import torch
__all__ = [
"fix_random_seeds",
]
def fix_random_seeds(seed: int = 1337) -> None:
"""Fixes all random seeds, including cuDNN backends.
Args:
seed (int, optional): Random seed. Defaults to 1337.
"""
random.seed(seed)
np.random.seed(seed)
torch.manual_seed(seed)
if torch.cuda.is_available():
torch.cuda.manual_seed(seed)
torch.cuda.manual_seed_all(seed)
torch.backends.cudnn.benchmark = False
torch.backends.cudnn.deterministic = True
|