code: def init_config(
      cls,
      diar_model_path: str,
      vad_model_path: str,
      map_location: str,
      verbose: bool,
  ):
      return NeuralDiarizerInferenceConfig(
          DiarizerConfig(
              vad=VADConfig(model_path=vad_model_path),
              msdd_model=MSDDConfig(model_path=diar_model_path),
          ),
          device=map_location,
          verbose=verbose,
      )
  
imports: from dataclasses import asdict, dataclass, field
  from typing import Any, Dict, Optional, Tuple, Union
label_desc: Use image node_id 1 for calling the NeuralDiarizerInferenceConfig obj's underlying member method code with example usage: obj.init_config(cls, diar_model_path, vad_model_path, map_location, verbose) and returns: NeuralDiarizerInferenceConfig