code: def use_auto_tune(args):
      return (
          hasattr(PredictConfig, "collect_shape_range_info")
          and hasattr(
              PredictConfig, "enable_tuned_tensorrt_dynamic_shape"
          )
          and args.device == "gpu"
          and args.use_trt
          and args.enable_auto_tune
      )
  
imports: import os
  import sys
  import codecs
  import warnings
  import argparse
  import yaml
  import functools
  import numpy
  from paddle.inference import create_predictor, PrecisionType
  from paddle.inference import Config
  import paddle
  import medicalseg.transforms
  from medicalseg.cvlibs import manager
  from medicalseg.utils import get_sys_env, logger, get_image_list
  from medicalseg.utils.visualize import get_pseudo_color_map
  from medicalseg.core.infer import sliding_window_inference
  from tools import HUnorm, resample
  from tools import Prep
label_desc: Use image node_id 2 for calling a global function with example usage: use_auto_tune(args) and returns: unknown