code: def _mp_fn(index):
      # For xla_spawn (TPUs)
      main()
  
imports: import logging
  import os
  import sys
  from dataclasses import dataclass, field
  from typing import Optional
  import datasets
  import numpy
  from datasets import ClassLabel, load_dataset
  import adapters
  import evaluate
  import transformers
  from adapters import AdapterArguments, AdapterTrainer, setup_adapter_training
  from transformers import AutoConfig, AutoModelForTokenClassification, AutoTokenizer, DataCollatorForTokenClassification, HfArgumentParser, PretrainedConfig, PreTrainedTokenizerFast, Trainer, TrainingArguments, set_seed
  from transformers.trainer_utils import get_last_checkpoint
  from transformers.utils import check_min_version
  from transformers.utils.versions import require_version
label_desc: Use image node_id 2 for calling a global function with example usage: _mp_fn(index) without return types