text: import random
  
  import numpy as np
  import torch
  
  
  def set_global_seed(seed=None):
      random.seed(seed)
      np.random.seed(seed)
      torch.manual_seed(seed)
      torch.cuda.manual_seed_all(seed)
      torch.backends.cudnn.deterministic = True
  