import random
import torch


def initialize(args, seed: int):
    random.seed(seed)
    torch.manual_seed(seed)
    torch.cuda.manual_seed(seed)
    torch.cuda.manual_seed_all(seed)

    torch.backends.cudnn.enabled = True
    torch.backends.cudnn.benchmark = True
    torch.backends.cudnn.deterministic = False