code: def set_random_state(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.deterministic = True
  
imports: import random
  import numpy
  import torch
  from torch.nn import functional
label_desc: Use image node_id 3 for calling a global function with example usage: set_random_state(seed) without return types