code: def run(self, *args, grid, stream):
      possible_names = _find_names(self)
      kernel_name = f"{max(possible_names, key=len)}"
      if not re.match(self.regex_filter, kernel_name):
          return
      super().run(*args, grid=grid, stream=stream)
      (launcher,) = self.launchers
  
      if self.cached is None:
          ms = self.bench(launcher, *args, grid=grid)
          num_in_out_ptrs = len(
              [
                  arg_name
                  for arg_name in self.fn.arg_names
                  if arg_name.startswith("in_out_ptr")
              ]
          )
          num_gb = (
              get_num_bytes(*args, num_in_out_args=num_in_out_ptrs)
              / 1e9
          )
          gb_per_s = num_gb / (ms / 1e3)
          self.cached = (ms, num_gb, gb_per_s, kernel_name)
      else:
          ms, num_gb, gb_per_s, kernel_name = self.cached
      collected_calls.append((ms, num_gb, gb_per_s, kernel_name))
      print(
          create_bandwidth_info_str(
              ms, num_gb, gb_per_s, suffix=f" \t {kernel_name}"
          )
      )
  
imports: import builtins
  import copy
  import functools
  import hashlib
  import inspect
  import json
  import logging
  import math
  import operator
  import os
  import os.path
  import re
  import threading
  from enum import auto, Enum
  from typing import Any, Callable, Dict, List, Optional, Set, Tuple
  import torch
  import torch.autograd.profiler
  from torch._dynamo.device_interface import get_interface_for_device
  from torch._dynamo.utils import dynamo_timed, get_first_attr
  from torch.utils._triton import has_triton_package
  from .None import config
  from .codecache import cache_dir, CudaKernelParamCache
  from .coordinate_descent_tuner import CoordescTuner
  from .ir import ReductionHint, TileHint
  from .utils import ceildiv, conditional_product, create_bandwidth_info_str, do_bench, get_num_bytes, next_power_of_2, triton_config_to_hashable
label_desc: Use image node_id 2 for calling the DebugAutotuner obj's underlying member method code with example usage: obj.run() without return types