code: 
  import argparse
  import logging
  import sys
  from unittest.mock import patch
  
  import run_glue_with_pabee
  
  from transformers.testing_utils import TestCasePlus
  
  
  logging.basicConfig(level=logging.DEBUG)
  
  snake_case				:	Union[str, Any]							   =						logging.getLogger()
  
  
  
  
  
  
  def 						lowerCAmelCase_		(      )       ->	List[Any]:
  
  
  
  
  
  
  
  	'''simple docstring'''
  
  
  	__magic_name__	:	str			     =  argparse.ArgumentParser()
  	parser.add_argument("-f"     )
  	__magic_name__	:	Dict			     =  parser.parse_args()
  	return args.f
  
  
  
  
  
  class    _snake_case      (  SCREAMING_SNAKE_CASE__       ):
  
  
  
  
  
  
  
  			def     SCREAMING_SNAKE_CASE					(       self	):
  				__magic_name__	:	Optional[Any]			     =  logging.StreamHandler(sys.stdout	)
  				logger.addHandler(_a	)
  
  				__magic_name__	:	Any			     =  self.get_auto_remove_tmp_dir()
  				__magic_name__	:	List[Any]			     =  f'''\n            run_glue_with_pabee.py\n            --model_type albert\n            --model_name_or_path albert-base-v2\n            --data_dir ./tests/fixtures/tests_samples/MRPC/\n            --output_dir {tmp_dir}\n            --overwrite_output_dir\n            --task_name mrpc\n            --do_train\n            --do_eval\n            --per_gpu_train_batch_size=2\n            --per_gpu_eval_batch_size=1\n            --learning_rate=2e-5\n            --max_steps=50\n            --warmup_steps=2\n            --seed=42\n            --max_seq_length=128\n            '''.split()
  
  				with patch.object(_a		,     "argv"		,     _a	):
  					__magic_name__	:	str			     =  run_glue_with_pabee.main()
  					for value in result.values():
  						self.assertGreaterEqual(_a		,     0.75	)
  
style_context: 
  def 						lowerCAmelCase_		(      _snake_case   :						int     )       ->	int:
  
  
  
  
  
  
  
  	'''simple docstring'''
  
  
  	if not isinstance(_snake_case   ,     _snake_case     ) or number < 0:
  		raise ValueError("Input must be a non-negative integer"     )
  
  	__magic_name__	:	Dict			     =  number & ~(number - 1)
  	__magic_name__	:	Optional[Any]			     =  0
  	while intermediate:
  		intermediate >>= 1
  		index += 1
  	return index - 1
  
  
  if __name__ == "__main__":
  				import doctest
  
  				doctest.testmod(verbose=True)
  