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 argparse
  import codecs
  import os
  import sys
  import cv2
  import tqdm
  import yaml
  import numpy
  import paddle
  from paddle.inference import create_predictor, PrecisionType
  from paddle.inference import Config
  from paddleseg.cvlibs import manager
  from paddleseg.utils import get_sys_env, logger
  import ppmatting.transforms
  from ppmatting.utils import get_image_list, mkdir, estimate_foreground_ml, VideoReader, VideoWriter
label_desc: Use image node_id 2 for calling a global function with example usage: use_auto_tune(args) and returns: unknown