

lowerCamelCase           =					[0, 2, 4, 6, 8]
lowerCamelCase           =					[1, 3, 5, 7, 9]




def 			UpperCAmelCase__				(			_A      : int	,      _A      : int	,      _A      : list[int]	,      _A      : int							):





  '''simple docstring'''







  if remaining_length == 0:
    if digits[0] == 0 or digits[-1] == 0:
      return 0

    for i in range(length // 2 - 1	,      -1	,      -1							):
      remainder += digits[i] + digits[length - i - 1]

      if remainder % 2 == 0:
        return 0

      remainder //= 10

    return 1

  if remaining_length == 1:
    if remainder % 2 == 0:
      return 0

    a__  =0
    for digit in range(10							):
      a__  =digit
      result += reversible_numbers(
          0	,      (remainder + 2 * digit) // 10	,      _A	,      _A							)
    return result

  a__  =0
  for digita in range(10							):
    a__  =digita

    if (remainder + digita) % 2 == 0:
      a__  =ODD_DIGITS
    else:
      a__  =EVEN_DIGITS

    for digita in other_parity_digits:
      a__  =digita
      result += reversible_numbers(
          remaining_length - 2	,      (remainder + digita + digita) // 10	,      _A	,      _A	,      )
  return result




def 			UpperCAmelCase__				(			_A      : int = 9							):





  '''simple docstring'''







  a__  =0
  for length in range(1	,      max_power + 1							):
    result += reversible_numbers(_A	,      0	,      [0] * length	,      _A							)
  return result


if __name__ == "__main__":
       print(f"""{solution() = }""")



from ..utils import DummyObject, requires_backends







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[str]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[str]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )





def 			UpperCAmelCase__				(			*_A      : Optional[Any]	,      **_A      : Optional[Any]							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : Union[str, Any]	,      **_A      : List[Any]							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : Union[str, Any]	,      **_A      : Tuple							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : List[str]	,      **_A      : List[str]							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : Dict	,      **_A      : Dict							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : List[str]	,      **_A      : str							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)




def 			UpperCAmelCase__				(			*_A      : Optional[int]	,      **_A      : Dict							):





  '''simple docstring'''







  requires_backends(_A	,      ['''torch''']							)







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Union[str, Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	str    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Tuple    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Tuple    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[str]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Any    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[str]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	str    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Optional[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Optional[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Optional[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	str    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Union[str, Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Optional[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Union[str, Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Union[str, Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Tuple    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	str    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Optional[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	str    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    List[str]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	List[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Union[str, Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Dict    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Any    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Dict:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    int:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Optional[Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Any:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Optional[int]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Union[str, Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[Any]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	Union[str, Any]    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Optional[int]:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    List[Any]:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )







class 						__magic_name__			(							metaclass=lowerCamelCase__							):

   '''simple docstring'''




   lowerCamelCase__ :	int    =   ['torch']



   def __init__(				self,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(self,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    Tuple:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )



   @classmethod
   def  _UpperCAmelCase (				cls,    *lowercase_,    **lowercase_       )							->    str:






     """simple docstring"""






     requires_backends(cls,    ['''torch''']       )
