code: def remove_ignore_keys_(state_dict):
      ignore_keys = ["layers", "blocks"]
      for k in ignore_keys:
          state_dict.pop(k, None)
  
imports: import argparse
  import io
  import json
  import os
  import tempfile
  import urllib
  import warnings
  from typing import Any, Optional, Tuple
  import torch
  from huggingface_hub.utils import insecure_hashlib
  from torch import nn
  from tqdm import tqdm
  from transformers import GenerationConfig, WhisperConfig, WhisperFeatureExtractor, WhisperForConditionalGeneration, WhisperProcessor, WhisperTokenizer, WhisperTokenizerFast
  from transformers.models.whisper.tokenization_whisper import LANGUAGES, bytes_to_unicode
  from transformers.utils.import_utils import _is_package_available
label_desc: Use image node_id 2 for calling a global function with example usage: remove_ignore_keys_(state_dict) without return types