

"""simple docstring"""



from ..utils import DummyObject, requires_backends



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Tuple    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Union[str, Any]    ,						*UpperCamelCase: int    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Dict    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[str]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Union[str, Any]    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: str    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: int    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Optional[int]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Optional[int]    ,						*UpperCamelCase: Union[str, Any]    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Any    ,						*UpperCamelCase: str    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Union[str, Any]    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: Any       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Optional[Any]    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Dict    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Dict    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[Any]    ,						*UpperCamelCase: Union[str, Any]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: int    ,						*UpperCamelCase: Union[str, Any]    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: str    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Tuple    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Any    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Union[str, Any]    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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





def  _snake_case     (    *UpperCAmelCase_  :					Tuple					,   **UpperCAmelCase_  :					str			):
     requires_backends(UpperCAmelCase_					,   ["""torch"""]			)





def  _snake_case     (    *UpperCAmelCase_  :					List[str]					,   **UpperCAmelCase_  :					Dict			):
     requires_backends(UpperCAmelCase_					,   ["""torch"""]			)





def  _snake_case     (    *UpperCAmelCase_  :					int					,   **UpperCAmelCase_  :					int			):
     requires_backends(UpperCAmelCase_					,   ["""torch"""]			)





def  _snake_case     (    *UpperCAmelCase_  :					Optional[int]					,   **UpperCAmelCase_  :					Dict			):
     requires_backends(UpperCAmelCase_					,   ["""torch"""]			)





def  _snake_case     (    *UpperCAmelCase_  :					List[str]					,   **UpperCAmelCase_  :					List[Any]			):
     requires_backends(UpperCAmelCase_					,   ["""torch"""]			)





def  _snake_case     (    *UpperCAmelCase_  :					Union[str, Any]					,   **UpperCAmelCase_  :					str			):
     requires_backends(UpperCAmelCase_					,   ["""torch"""]			)





def  _snake_case     (    *UpperCAmelCase_  :					Optional[int]					,   **UpperCAmelCase_  :					Dict			):
     requires_backends(UpperCAmelCase_					,   ["""torch"""]			)



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[str]    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[str]    ,						*UpperCamelCase: int    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: int    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Union[str, Any]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Dict    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Any       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: int    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Optional[Any]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: int    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Optional[Any]    ,						*UpperCamelCase: int    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: Union[str, Any]    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Dict    ,						*UpperCamelCase: int    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[Any]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Dict    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Optional[Any]    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Union[str, Any]    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Optional[int]    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: List[str]    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Any       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Tuple    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Union[str, Any]    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: int    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: Union[str, Any]    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[str]    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: int    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Any    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Union[str, Any]    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[Any]    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Dict    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Dict    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: str    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Any    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: str    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Union[str, Any]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: Union[str, Any]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: int    ,						*UpperCamelCase: str    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Tuple    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: List[str]    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Dict    ,						*UpperCamelCase: Union[str, Any]    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Any    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[str]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: List[str]    ,						*UpperCamelCase: int    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Any    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Dict    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Union[str, Any]    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Any    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[str]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Any    ,						*UpperCamelCase: str    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: int    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: List[Any]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Any    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: Union[str, Any]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[str]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Any    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: List[str]    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Optional[int]    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Dict    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: int    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: str    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: str    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[Any]    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: int    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[int]    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: int    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: Any       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: List[str]    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[Any]    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[Any]    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: int    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[Any]    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: List[str]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Optional[int]    ,						*UpperCamelCase: Any    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: int    ,						**UpperCamelCase: Any       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: Optional[int]    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Tuple    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Optional[Any]    ,						*UpperCamelCase: str    ,						**UpperCamelCase: str       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: str    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Any    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Dict    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: Tuple       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: str    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: List[Any]    ,						*UpperCamelCase: Union[str, Any]    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Dict    ,						*UpperCamelCase: int    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: int    ,						*UpperCamelCase: Tuple    ,						**UpperCamelCase: Optional[int]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Union[str, Any]    ,						*UpperCamelCase: Optional[Any]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Union[str, Any]    ,						*UpperCamelCase: Union[str, Any]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: List[str]    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: int       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: int    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Dict       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Dict    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: Union[str, Any]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Any    ,						*UpperCamelCase: Dict    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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



class 					a						(       metaclass=_lowerCamelCase				):



    """simple docstring"""



    UpperCAmelCase						 =					["torch"]

    def __init__(     self: Union[str, Any]    ,						*UpperCamelCase: int    ,						**UpperCamelCase: Optional[Any]       ):






         """simple docstring"""


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

    @classmethod
    def 				UpperCamelCase	(     cls: Tuple    ,						*UpperCamelCase: List[str]    ,						**UpperCamelCase: List[str]       ):






         """simple docstring"""


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





    @classmethod
    def 				UpperCamelCase	(     cls: Dict    ,						*UpperCamelCase: List[Any]    ,						**UpperCamelCase: List[Any]       ):






         """simple docstring"""


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









"""simple docstring"""



# Copyright 2023 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import TYPE_CHECKING

# rely on isort to merge the imports
from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tokenizers_available, is_torch_available


SCREAMING_SNAKE_CASE_					:	List[str]							  =						{'configuration_mra': ['MRA_PRETRAINED_CONFIG_ARCHIVE_MAP', 'MraConfig']}

try:
 if not is_torch_available():
  raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
 pass
else:
 SCREAMING_SNAKE_CASE_					:	List[Any]							  =						[
     'MRA_PRETRAINED_MODEL_ARCHIVE_LIST',
     'MraForMaskedLM',
     'MraForMultipleChoice',
     'MraForQuestionAnswering',
     'MraForSequenceClassification',
     'MraForTokenClassification',
     'MraLayer',
     'MraModel',
     'MraPreTrainedModel',
 ]


if TYPE_CHECKING:
 from .configuration_mra import MRA_PRETRAINED_CONFIG_ARCHIVE_MAP, MraConfig

 try:
  if not is_torch_available():
   raise OptionalDependencyNotAvailable()
 except OptionalDependencyNotAvailable:
  pass
 else:
  from .modeling_mra import (
      MRA_PRETRAINED_MODEL_ARCHIVE_LIST,
      MraForMaskedLM,
      MraForMultipleChoice,
      MraForQuestionAnswering,
      MraForSequenceClassification,
      MraForTokenClassification,
      MraLayer,
      MraModel,
      MraPreTrainedModel,
  )
else:
 import sys

 SCREAMING_SNAKE_CASE_					:	List[str]							  =						_LazyModule(__name__, globals()['__file__'], _import_structure)






