text: import random
  import torch
  import numpy as np
  
  def setup_seed(seed=42):
      torch.manual_seed(seed)
      torch.cuda.manual_seed_all(seed)
      np.random.seed(seed)
      random.seed(seed)
      torch.backends.cudnn.deterministic = True