code: def test_large_model_inference():
      """Run a Newman test for distributed inference on a large model"""
      os.chdir(TEST_DIR)
  
      test_utils.start_torchserve(
          model_store=MODEL_STORE_DIR,
          snapshot_file=snapshot_file,
          gen_mar=False,
      )
  
      try:
          command = f"newman run -e {POSTMAN_ENV_FILE} {POSTMAN_COLLECTION_INFERENCE} -d {POSTMAN_LARGE_MODEL_INFERENCE_DATA_FILE} -r cli,htmlextra --reporter-htmlextra-export {ARTIFACTS_INFERENCE_DIR}/{REPORT_FILE} --verbose"
          result = os.system(command)
          assert (
              result == 0
          ), "Error: Distributed inference failed, the exit code is not zero"
      finally:
          test_utils.stop_torchserve()
          test_utils.cleanup_model_store(model_store=MODEL_STORE_DIR)
  
imports: import os
  import sys
  import pytest
  import test_utils
label_desc: Use image node_id 1 for calling a global function with example usage: test_large_model_inference() without return types