code: def run_procedure(args):
      do_inference(args)
  
imports: import argparse
  import io
  import logging
  import os
  from torch.utils.data import DataLoader, RandomSampler, SequentialSampler
  from nlp_architect.data.sequential_tagging import TokenClsInputExample, TokenClsProcessor
  from nlp_architect.data.utils import write_column_tagged_file
  from nlp_architect.models.transformers import TransformerTokenClassifier
  from nlp_architect.nn.torch import setup_backend, set_seed
  from nlp_architect.procedures.procedure import Procedure
  from nlp_architect.procedures.registry import register_inference_cmd, register_train_cmd
  from nlp_architect.procedures.transformers.base import create_base_args, inference_args, train_args
  from nlp_architect.utils.io import prepare_output_path
  from nlp_architect.utils.text import SpacyInstance
label_desc: Use image node_id 2 for calling the TransformerTokenClsRun obj's underlying member method code with example usage: obj.run_procedure(args) without return types