import random
import torch
import numpy as np

def set_seed(seed_value=42):
    """Set seed for reproducibility."""

    random.seed(seed_value)
    np.random.seed(seed_value)
    torch.manual_seed(seed_value)
    torch.cuda.manual_seed_all(seed_value)