code: def compiler_fn(gm):
      """Same as torch.compile() but counts number of compiles"""
  
      def inner_compiler(gm_, example_inputs_):
          counters["compiled_autograd"]["compiles"] += 1
          return inductor.compile(gm_, example_inputs_)
  
      return torch.compile(
          gm, backend=inner_compiler, fullgraph=True, dynamic=True
      )
  
imports: import functools
  import re
  import sys
  import unittest
  from importlib.machinery import SourceFileLoader
  from pathlib import Path
  from unittest import mock
  import torch
  import torch.nn
  from torch import _inductor
  from torch._dynamo import compiled_autograd
  from torch._dynamo.test_case import run_tests, TestCase
  from torch._dynamo.utils import counters
  from torch.testing._internal.inductor_utils import HAS_CPU, HAS_CUDA
label_desc: Use image node_id 1 for calling a global function with example usage: compiler_fn(gm) and returns: torch, inductor