code: def __init__(self, save_dir: str):
      super().__init__(save_dir)
      self._prof = profile(
          activities=[ProfilerActivity.CPU, ProfilerActivity.CUDA],
          with_stack=True,
      )
  
imports: import inspect
  import os
  import importlib
  import torch
  from typing import Optional, Union
  from torch.profiler import ProfilerActivity
  from torch.profiler import profile
  import ivy
  from ivy.functional.ivy.device import _shift_native_arrays_on_default_device, Profiler
label_desc: Use image node_id 1 to create a new Profiler object from inherited base classes: BaseProfiler with example: obj = Profiler(save_dir)