



"""simple docstring"""




from transformers import HfArgumentParser, PyTorchBenchmark, PyTorchBenchmarkArguments

def 		__snake_case		(   )						->     Tuple:





     '''simple docstring'''

     _UpperCAmelCase    :			Any              =					HfArgumentParser(SCREAMING_SNAKE_CASE__       )
     try:
          _UpperCAmelCase    :			List[str]              =					parser.parse_args_into_dataclasses()[0]
     except ValueError as e:
          _UpperCAmelCase    :			List[str]              =					"Arg --no_{0} is no longer used, please use --no-{0} instead."
          _UpperCAmelCase    :			str              =					" ".join(str(SCREAMING_SNAKE_CASE__       ).split(" "       )[:-1]       )
          _UpperCAmelCase    :			List[Any]              =					""
          _UpperCAmelCase    :			Any              =					eval(str(SCREAMING_SNAKE_CASE__       ).split(" "       )[-1]       )
          _UpperCAmelCase    :			int              =					[]
          for arg in depreciated_args:
               # arg[2:] removes '--'
               if arg[2:] in PyTorchBenchmarkArguments.deprecated_args:
                    # arg[5:] removes '--no_'
                    full_error_msg += arg_error_msg.format(arg[5:]       )
               else:
                    wrong_args.append(SCREAMING_SNAKE_CASE__       )
          if len(SCREAMING_SNAKE_CASE__       ) > 0:
               _UpperCAmelCase    :			int              =					full_error_msg + begin_error_msg + str(SCREAMING_SNAKE_CASE__       )
          raise ValueError(SCREAMING_SNAKE_CASE__       )

     _UpperCAmelCase    :			Union[str, Any]              =					PyTorchBenchmark(args=SCREAMING_SNAKE_CASE__       )
     benchmark.run()


if __name__ == "__main__":
 main()





"""simple docstring"""




def 		__snake_case		(   SCREAMING_SNAKE_CASE__			:		list       )						->     bool:





     '''simple docstring'''

     if not isinstance(SCREAMING_SNAKE_CASE__		,						SCREAMING_SNAKE_CASE__       ):
          raise ValueError("Input series is not valid, valid series - [1, 2/3, 2]"       )
     if len(SCREAMING_SNAKE_CASE__       ) == 0:
          raise ValueError("Input list must be a non empty list"       )
     if len(SCREAMING_SNAKE_CASE__       ) == 1 and series[0] != 0:
          return True
     _UpperCAmelCase    :			Tuple              =					[]
     _UpperCAmelCase    :			Any              =					len(SCREAMING_SNAKE_CASE__       )
     for i in range(0		,						SCREAMING_SNAKE_CASE__       ):
          if series[i] == 0:
               raise ValueError("Input series cannot have 0 as an element"       )
          rec_series.append(1 / series[i]       )
     _UpperCAmelCase    :			Dict              =					rec_series[1] - rec_series[0]
     for index in range(2		,						SCREAMING_SNAKE_CASE__       ):
          if rec_series[index] - rec_series[index - 1] != common_diff:
               return False
     return True

def 		__snake_case		(   SCREAMING_SNAKE_CASE__			:		list       )						->     float:





     '''simple docstring'''

     if not isinstance(SCREAMING_SNAKE_CASE__		,						SCREAMING_SNAKE_CASE__       ):
          raise ValueError("Input series is not valid, valid series - [2, 4, 6]"       )
     if len(SCREAMING_SNAKE_CASE__       ) == 0:
          raise ValueError("Input list must be a non empty list"       )
     _UpperCAmelCase    :			Any              =					0
     for val in series:
          answer += 1 / val
     return len(SCREAMING_SNAKE_CASE__       ) / answer


if __name__ == "__main__":
 import doctest

 doctest.testmod()
