autocatalog/utils/seed.py

import random
import numpy as np
import torch

def set_seed(seed):
    random.seed(seed)
    np.random.seed(seed)
    torch.manual_seed(seed)

    if torch.cuda.is_available():
        torch.cuda.manual_seed_all(
            seed
        )

    torch.backends.cudnn.benchmark = (
        False
    )

    torch.backends.cudnn.deterministic = (
        True
    )