





from ..utils import DummyObject, requires_backends


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Any ,	*UpperCamelCase_       :			Dict ,	**UpperCamelCase_       :			Tuple				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Tuple ,	*UpperCamelCase_       :			Tuple ,	**UpperCamelCase_       :			Dict				):


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Any ,	*UpperCamelCase_       :			int ,	**UpperCamelCase_       :			str				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Tuple ,	*UpperCamelCase_       :			List[Any] ,	**UpperCamelCase_       :			Dict				):


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




     def __init__(				self       :			str ,	*UpperCamelCase_       :			int ,	**UpperCamelCase_       :			Dict				):


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Dict ,	*UpperCamelCase_       :			Tuple ,	**UpperCamelCase_       :			str				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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



def 			_SCREAMING_SNAKE_CASE						( *__lowercase   :			Union[str, Any]			,				**__lowercase   :			str    )						->      List[str]:





    """simple docstring"""

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



def 			_SCREAMING_SNAKE_CASE						( *__lowercase   :			Dict			,				**__lowercase   :			Tuple    )						->      Optional[Any]:





    """simple docstring"""

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



def 			_SCREAMING_SNAKE_CASE						( *__lowercase   :			List[Any]			,				**__lowercase   :			List[str]    )						->      Optional[Any]:





    """simple docstring"""

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



def 			_SCREAMING_SNAKE_CASE						( *__lowercase   :			Optional[int]			,				**__lowercase   :			Union[str, Any]    )						->      Optional[int]:





    """simple docstring"""

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



def 			_SCREAMING_SNAKE_CASE						( *__lowercase   :			Tuple			,				**__lowercase   :			int    )						->      Dict:





    """simple docstring"""

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



def 			_SCREAMING_SNAKE_CASE						( *__lowercase   :			Optional[Any]			,				**__lowercase   :			Optional[int]    )						->      Optional[int]:





    """simple docstring"""

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



def 			_SCREAMING_SNAKE_CASE						( *__lowercase   :			Any			,				**__lowercase   :			List[Any]    )						->      Tuple:





    """simple docstring"""

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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Any ,	*UpperCamelCase_       :			Dict ,	**UpperCamelCase_       :			Any				):


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Dict ,	*UpperCamelCase_       :			Any ,	**UpperCamelCase_       :			Union[str, Any]				):


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




     def __init__(				self       :			int ,	*UpperCamelCase_       :			str ,	**UpperCamelCase_       :			Dict				):


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			int ,	*UpperCamelCase_       :			int ,	**UpperCamelCase_       :			Any				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




     def __init__(				self       :			Tuple ,	*UpperCamelCase_       :			Optional[Any] ,	**UpperCamelCase_       :			Union[str, Any]				):


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Optional[Any] ,	*UpperCamelCase_       :			Any ,	**UpperCamelCase_       :			Union[str, Any]				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Tuple ,	*UpperCamelCase_       :			Optional[Any] ,	**UpperCamelCase_       :			Dict				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Tuple ,	*UpperCamelCase_       :			Tuple ,	**UpperCamelCase_       :			int				):


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Tuple ,	*UpperCamelCase_       :			Any ,	**UpperCamelCase_       :			str				):


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Optional[Any] ,	*UpperCamelCase_       :			List[Any] ,	**UpperCamelCase_       :			Tuple				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			List[str] ,	*UpperCamelCase_       :			Any ,	**UpperCamelCase_       :			int				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Optional[Any] ,	*UpperCamelCase_       :			Any ,	**UpperCamelCase_       :			Any				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




     def __init__(				self       :			Tuple ,	*UpperCamelCase_       :			int ,	**UpperCamelCase_       :			str				):


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Any ,	*UpperCamelCase_       :			str ,	**UpperCamelCase_       :			str				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




     def __init__(				self       :			Any ,	*UpperCamelCase_       :			int ,	**UpperCamelCase_       :			Tuple				):


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			int ,	*UpperCamelCase_       :			Any ,	**UpperCamelCase_       :			str				):


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Tuple ,	*UpperCamelCase_       :			Dict ,	**UpperCamelCase_       :			Union[str, Any]				):


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Tuple ,	*UpperCamelCase_       :			List[str] ,	**UpperCamelCase_       :			Optional[int]				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Tuple ,	*UpperCamelCase_       :			List[str] ,	**UpperCamelCase_       :			Optional[int]				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Union[str, Any] ,	*UpperCamelCase_       :			Tuple ,	**UpperCamelCase_       :			Dict				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Any ,	*UpperCamelCase_       :			int ,	**UpperCamelCase_       :			Any				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			str ,	*UpperCamelCase_       :			List[str] ,	**UpperCamelCase_       :			List[str]				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Tuple ,	*UpperCamelCase_       :			Tuple ,	**UpperCamelCase_       :			int				):


         """simple docstring"""



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





     @classmethod
     def 		lowerCAmelCase_     (				cls       :			int ,	*UpperCamelCase_       :			str ,	**UpperCamelCase_       :			Optional[int]				):


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Optional[Any] ,	*UpperCamelCase_       :			str ,	**UpperCamelCase_       :			Union[str, Any]				):


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




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


         """simple docstring"""



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





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


         """simple docstring"""



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


class       __lowercase      (	metaclass=snake_case__  ):







     '''simple docstring'''
     SCREAMING_SNAKE_CASE   						=				['''torch''']




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


         """simple docstring"""



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




     @classmethod
     def 		lowerCAmelCase_     (				cls       :			Tuple ,	*UpperCamelCase_       :			Dict ,	**UpperCamelCase_       :			str				):


         """simple docstring"""



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





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


         """simple docstring"""



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












from transformers import HfArgumentParser, TensorFlowBenchmark, TensorFlowBenchmarkArguments



def 			_SCREAMING_SNAKE_CASE						( )						->      Tuple:





    """simple docstring"""

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


if __name__ == "__main__":
  main()




