




from collections.abc import Callable

__SCREAMING_SNAKE_CASE    :   str       =Callable[[float], float]  # type alias for a real -> real function

def 			lowerCAmelCase_			(  lowerCamelCase:       RealFunc     ,				lowerCamelCase:       RealFunc     ,				lowerCamelCase:       int     ,				)					->			float:


      '''simple docstring'''




      lowerCamelCase__        =				float(lowerCamelCase						)
      while True:
            try:
                  lowerCamelCase__        =				prev_guess - function(lowerCamelCase						) / derivative(lowerCamelCase						)
            except ZeroDivisionError:
                  raise ZeroDivisionError('Could not find root'						) from None
            if abs(prev_guess - next_guess						) < 10**-5:
                  return next_guess
            lowerCamelCase__        =				next_guess

def 			lowerCAmelCase_			(  lowerCamelCase:       float						)					->			float:


      '''simple docstring'''




      return (x**3) - (2 * x) - 5

def 			lowerCAmelCase_			(  lowerCamelCase:       float						)					->			float:


      '''simple docstring'''




      return 3 * (x**2) - 2


if __name__ == "__main__":
      print(newton(f, fa, 3))





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)

__SCREAMING_SNAKE_CASE    :   List[str]       =logging.getLogger()

def 			lowerCAmelCase_			(  )					->			Any:


      '''simple docstring'''




      lowerCamelCase__        =				argparse.ArgumentParser()
      parser.add_argument('-f'						)
      lowerCamelCase__        =				parser.parse_args()
      return args.f






class 			A			(		_lowerCAmelCase		):
     """simple docstring"""

     def  __snake_case   (    self  :   Optional[Any]			)				->       Optional[Any]:
           lowerCamelCase__        =				logging.StreamHandler(sys.stdout			)
           logger.addHandler(A__			)

           lowerCamelCase__        =				self.get_auto_remove_tmp_dir()
           lowerCamelCase__        =				F"""
            run_glue_with_pabee.py
            --model_type albert
            --model_name_or_path albert-base-v2
            --data_dir ./tests/fixtures/tests_samples/MRPC/
            --output_dir {tmp_dir}
            --overwrite_output_dir
            --task_name mrpc
            --do_train
            --do_eval
            --per_gpu_train_batch_size=2
            --per_gpu_eval_batch_size=1
            --learning_rate=2e-5
            --max_steps=50
            --warmup_steps=2
            --seed=42
            --max_seq_length=128
            """.split()

           with patch.object(A__	,  'argv'	,  A__			):
                 lowerCamelCase__        =				run_glue_with_pabee.main()
                 for value in result.values():
                       self.assertGreaterEqual(A__	,  0.75			)