| """Reproducibility utilities.""" | |
| import random | |
| import numpy as np | |
| import torch | |
| def set_seed(seed: int = 42) -> None: | |
| """Set random seed for reproducibility.""" | |
| random.seed(seed) | |
| np.random.seed(seed) | |
| torch.manual_seed(seed) | |
| torch.cuda.manual_seed_all(seed) | |
| torch.backends.cudnn.deterministic = True | |
| torch.backends.cudnn.benchmark = False | |