code: def test_args_validation():
      trainer = Engine(do_nothing_update_fn)
  
      with pytest.raises(
          ValueError,
          match=r"Argument patience should be positive integer.",
      ):
          EarlyStopping(
              patience=-1,
              score_function=lambda engine: 0,
              trainer=trainer,
          )
  
      with pytest.raises(
          ValueError,
          match=r"Argument min_delta should not be a negative number.",
      ):
          EarlyStopping(
              patience=2,
              min_delta=-0.1,
              score_function=lambda engine: 0,
              trainer=trainer,
          )
  
      with pytest.raises(
          TypeError,
          match=r"Argument score_function should be a function.",
      ):
          EarlyStopping(
              patience=2, score_function=12345, trainer=trainer
          )
  
      with pytest.raises(
          TypeError,
          match=r"Argument trainer should be an instance of Engine.",
      ):
          EarlyStopping(
              patience=2, score_function=lambda engine: 0, trainer=None
          )
  
imports: import os
  import pytest
  import torch
  import ignite.distributed
  from ignite.engine import Engine, Events
  from ignite.handlers import EarlyStopping
label_desc: Use image node_id 2 for calling a global function with example usage: test_args_validation() without return types