code: def create_module_multiple_hooks_single_input():
      # Use to test that modules can run multiple hooks with single input
      m = ModuleForwardSingleInput("outer_mod_name", "inner_mod_name")
  
      def pre_hook1(self, input: Tuple[str]) -> Tuple[str]:
          assert self.name == "outer_mod_name"
          assert input[0] == "a"
          return ("pre_hook_override_name1",)
  
      def pre_hook2(self, input: Tuple[str]) -> Tuple[str]:
          assert self.name == "outer_mod_name"
          assert input[0] == "pre_hook_override_name1"
          return ("pre_hook_override_name2",)
  
      def forward_hook1(self, input: Tuple[str], output: str):
          assert self.name == "outer_mod_name"
          assert input == ("pre_hook_override_name2",)
          assert output == "pre_hook_override_name2_outermod_inner_mod"
          output = output + "_fh1"
          return output, output
  
      def forward_hook2(
          self, input: Tuple[str], output: Tuple[str, str]
      ):
          assert self.name == "outer_mod_name"
          assert input == ("pre_hook_override_name2",)
          assert (
              output[0]
              == "pre_hook_override_name2_outermod_inner_mod_fh1"
          )
          output = output[0] + "_fh2"
          return output
  
      m.register_forward_pre_hook(pre_hook1)
      m.register_forward_pre_hook(pre_hook2)
      m.register_forward_hook(forward_hook1)
      m.register_forward_hook(forward_hook2)
  
      return m
  
imports: import torch
  from typing import List, Tuple
label_desc: Use image node_id 8 for calling a global function with example usage: create_module_multiple_hooks_single_input() and returns: m, str, str, output,  output, output