code: def __init__(self, save_dir: str):
      # ToDO: add proper Paddle profiler
      super().__init__(save_dir)
      os.makedirs(save_dir, exist_ok=True)
      self._start_time = None
  
imports: import os
  import paddle
  from typing import Optional, Union
  import time
  import ivy
  from ivy.functional.ivy.device import _shift_native_arrays_on_default_device, Profiler
  from paddle.device import core
label_desc: Use image node_id 1 to create a new Profiler object from inherited base classes: BaseProfiler with example: obj = Profiler(save_dir)