code: def requires_grad(
      module: nn.Module, *, recurse: bool = False
  ) -> bool:
      """
      Checks if any parameters in a specified module require gradients.
  
      Args:
          module: PyTorch module whose parameters are to be examined.
          recurse: Flag specifying if the gradient requirement check should
              be applied recursively to submodules of the specified module
  
      Returns:
          Flag indicate if any parameters require gradients
      """
      requires_grad = any(
          p.requires_grad for p in module.parameters(recurse)
      )
      return requires_grad
  
file_path: opacus/opacus/utils/module_utils.py
imports: import io
  import logging
  import sys
  from typing import Dict, Iterable, List, Tuple
  import torch
  import torch.nn
label_desc: Use image node_id 5 for calling a global function with example usage: requires_grad(module) and returns: requires_grad