code: def _convert_technique(technique: str):
      if technique.lower() == "none":  # use fp32 instead of none
          technique = "fp32"
      elif technique == "HALF":
          technique = "fp16"
      elif technique == "STATIC":
          technique = "int8"
      else:
          technique = "int8_dynamic"
      return technique
  
imports: import json
  import pickle
  import sys
  from typing import Any, Union, Iterable, Sequence, Dict, Callable, List
  from loguru import logger
  from nebullvm import setup_logger
  from nebullvm.config import MIN_NUMBER
  from nebullvm.core.models import OptimizeInferenceResult, DeviceType
  from nebullvm.operations.base import Operation
  from nebullvm.operations.optimizations.optimize_inference import OptimizeInferenceOp
  from nebullvm.tools.data import DataManager
  from nebullvm.tools.feedback_collector import FeedbackCollector
  from tabulate import tabulate
  from nebullvm.tools.hardware_utils import get_hw_setup
  from nebullvm.tools.utils import get_model_size_mb, get_model_name, generate_model_id
label_desc: Use image node_id 1 for calling a global function with example usage: _convert_technique(technique) and returns: technique