




'''simple docstring'''
from ..utils import DummyObject, requires_backends
class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						List[Any]      ,       *_lowercase     :						Dict      ,       **_lowercase     :						int)    ->							Any:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Any      ,       *_lowercase     :						int      ,       **_lowercase     :						Optional[int])    ->							str:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						str)    ->							List[str]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Union[str, Any]      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						Any)    ->							Optional[int]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						Any      ,       **_lowercase     :						Union[str, Any])    ->							Tuple:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						List[Any])    ->							str:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Any      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						str)    ->							Any:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Tuple      ,       *_lowercase     :						Any      ,       **_lowercase     :						str)    ->							Dict:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[int]      ,       *_lowercase     :						Optional[int]      ,       **_lowercase     :						Any)    ->							Union[str, Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Dict      ,       *_lowercase     :						str      ,       **_lowercase     :						List[Any])    ->							int:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[Any]      ,       *_lowercase     :						int      ,       **_lowercase     :						int)    ->							Tuple:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Dict      ,       *_lowercase     :						str      ,       **_lowercase     :						Dict)    ->							Any:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[Any]      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						Optional[Any])    ->							str:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[Any]      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						Optional[int])    ->							Any:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						Any      ,       **_lowercase     :						Any)    ->							Dict:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						int      ,       *_lowercase     :						Dict      ,       **_lowercase     :						List[Any])    ->							Union[str, Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Tuple      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						Tuple)    ->							Dict:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						Any)    ->							int:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Union[str, Any]      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						Optional[int])    ->							Dict:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						Dict)    ->							Optional[int]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[int]      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						Optional[int])    ->							Any:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Dict      ,       *_lowercase     :						str      ,       **_lowercase     :						Tuple)    ->							str:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						int      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						Tuple)    ->							List[Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[Any]      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						Any)    ->							Any:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						List[Any]      ,       *_lowercase     :						str      ,       **_lowercase     :						Dict)    ->							int:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Tuple      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						Tuple)    ->							Optional[int]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						str      ,       **_lowercase     :						str)    ->							Union[str, Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[Any]      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						Optional[int])    ->							Optional[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[Any]      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						List[Any])    ->							Dict:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						int)    ->							Union[str, Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[int]      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						Any)    ->							Optional[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[int]      ,       *_lowercase     :						int      ,       **_lowercase     :						str)    ->							List[Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Tuple      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						List[str])    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])





def 			lowerCamelCase(							*SCREAMING_SNAKE_CASE_       ,**SCREAMING_SNAKE_CASE_     )		->		List[str]:
			requires_backends(SCREAMING_SNAKE_CASE_       ,['torch']     )





def 			lowerCamelCase(							*SCREAMING_SNAKE_CASE_       ,**SCREAMING_SNAKE_CASE_     )		->		Optional[Any]:
			requires_backends(SCREAMING_SNAKE_CASE_       ,['torch']     )





def 			lowerCamelCase(							*SCREAMING_SNAKE_CASE_       ,**SCREAMING_SNAKE_CASE_     )		->		Optional[Any]:
			requires_backends(SCREAMING_SNAKE_CASE_       ,['torch']     )





def 			lowerCamelCase(							*SCREAMING_SNAKE_CASE_       ,**SCREAMING_SNAKE_CASE_     )		->		Optional[int]:
			requires_backends(SCREAMING_SNAKE_CASE_       ,['torch']     )





def 			lowerCamelCase(							*SCREAMING_SNAKE_CASE_       ,**SCREAMING_SNAKE_CASE_     )		->		Any:
			requires_backends(SCREAMING_SNAKE_CASE_       ,['torch']     )





def 			lowerCamelCase(							*SCREAMING_SNAKE_CASE_       ,**SCREAMING_SNAKE_CASE_     )		->		int:
			requires_backends(SCREAMING_SNAKE_CASE_       ,['torch']     )





def 			lowerCamelCase(							*SCREAMING_SNAKE_CASE_       ,**SCREAMING_SNAKE_CASE_     )		->		List[str]:
			requires_backends(SCREAMING_SNAKE_CASE_       ,['torch']     )
class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Any      ,       *_lowercase     :						str      ,       **_lowercase     :						Optional[Any])    ->							str:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Dict      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						List[str])    ->							List[Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						int      ,       *_lowercase     :						Any      ,       **_lowercase     :						str)    ->							Dict:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Union[str, Any]      ,       *_lowercase     :						Any      ,       **_lowercase     :						str)    ->							Dict:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Union[str, Any]      ,       *_lowercase     :						int      ,       **_lowercase     :						Dict)    ->							List[str]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						List[Any])    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[int]      ,       *_lowercase     :						Dict      ,       **_lowercase     :						List[Any])    ->							int:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						int      ,       **_lowercase     :						Dict)    ->							str:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Dict      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						int)    ->							Tuple:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						str      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						Union[str, Any])    ->							Optional[int]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						Dict)    ->							int:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						int)    ->							List[str]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						str      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						List[str])    ->							List[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						List[str])    ->							Any:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Union[str, Any]      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						Optional[int])    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						List[str]      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						List[Any])    ->							int:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[int]      ,       *_lowercase     :						Dict      ,       **_lowercase     :						str)    ->							str:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Any      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						str)    ->							Dict:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Tuple      ,       *_lowercase     :						Dict      ,       **_lowercase     :						Optional[Any])    ->							List[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						int)    ->							Dict:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Union[str, Any]      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						List[str])    ->							Optional[int]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						int      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						Dict)    ->							Union[str, Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						int)    ->							List[Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						int      ,       *_lowercase     :						Any      ,       **_lowercase     :						str)    ->							Union[str, Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						int      ,       *_lowercase     :						str      ,       **_lowercase     :						Any)    ->							Any:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Dict      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						List[str])    ->							Any:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Tuple      ,       *_lowercase     :						Any      ,       **_lowercase     :						Optional[int])    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						str      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						str)    ->							Optional[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						int      ,       **_lowercase     :						str)    ->							Dict:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Union[str, Any]      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						List[Any])    ->							Union[str, Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						int      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						Union[str, Any])    ->							List[str]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						int      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						List[Any])    ->							Any:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						str      ,       **_lowercase     :						Dict)    ->							Dict:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[int]      ,       *_lowercase     :						int      ,       **_lowercase     :						Union[str, Any])    ->							Dict:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Dict      ,       *_lowercase     :						Dict      ,       **_lowercase     :						int)    ->							Any:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Tuple      ,       *_lowercase     :						Any      ,       **_lowercase     :						Optional[Any])    ->							Optional[int]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[int]      ,       *_lowercase     :						Optional[int]      ,       **_lowercase     :						Optional[int])    ->							Optional[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						Any      ,       **_lowercase     :						List[str])    ->							Dict:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Union[str, Any]      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						Union[str, Any])    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						List[Any]      ,       *_lowercase     :						int      ,       **_lowercase     :						Tuple)    ->							Optional[int]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						int      ,       **_lowercase     :						str)    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						str      ,       **_lowercase     :						Union[str, Any])    ->							Union[str, Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Tuple      ,       *_lowercase     :						int      ,       **_lowercase     :						int)    ->							Dict:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						List[Any])    ->							int:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Any      ,       *_lowercase     :						Any      ,       **_lowercase     :						List[Any])    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Any      ,       *_lowercase     :						Any      ,       **_lowercase     :						Dict)    ->							List[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Dict      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						Union[str, Any])    ->							List[str]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Union[str, Any]      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						List[str])    ->							Dict:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Tuple      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						List[Any])    ->							Optional[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Tuple      ,       *_lowercase     :						Dict      ,       **_lowercase     :						Optional[int])    ->							str:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Tuple      ,       *_lowercase     :						Dict      ,       **_lowercase     :						List[Any])    ->							Union[str, Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						int      ,       *_lowercase     :						Dict      ,       **_lowercase     :						List[Any])    ->							Dict:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						str      ,       **_lowercase     :						Dict)    ->							str:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Any      ,       *_lowercase     :						Any      ,       **_lowercase     :						Tuple)    ->							Dict:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						str      ,       *_lowercase     :						Any      ,       **_lowercase     :						List[Any])    ->							Tuple:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						Optional[Any])    ->							List[str]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Union[str, Any]      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						Any)    ->							Tuple:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						List[str]      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						List[Any])    ->							Optional[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						str)    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Any      ,       *_lowercase     :						Optional[int]      ,       **_lowercase     :						int)    ->							Dict:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						str      ,       *_lowercase     :						int      ,       **_lowercase     :						Union[str, Any])    ->							str:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[Any]      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						Optional[int])    ->							List[str]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						str      ,       **_lowercase     :						Optional[Any])    ->							str:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Tuple      ,       *_lowercase     :						Optional[int]      ,       **_lowercase     :						Optional[int])    ->							Optional[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						int      ,       *_lowercase     :						Dict      ,       **_lowercase     :						List[str])    ->							Union[str, Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[int]      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						Optional[int])    ->							int:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Union[str, Any]      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						str)    ->							Tuple:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Tuple      ,       *_lowercase     :						int      ,       **_lowercase     :						List[str])    ->							Optional[int]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[Any]      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						List[Any])    ->							str:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[int]      ,       *_lowercase     :						str      ,       **_lowercase     :						Any)    ->							Union[str, Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Dict      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						List[str])    ->							Any:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						int      ,       **_lowercase     :						Optional[int])    ->							Optional[int]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Any      ,       *_lowercase     :						str      ,       **_lowercase     :						Any)    ->							int:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						Tuple)    ->							List[Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Union[str, Any]      ,       *_lowercase     :						Dict      ,       **_lowercase     :						Dict)    ->							List[str]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Union[str, Any]      ,       *_lowercase     :						Optional[int]      ,       **_lowercase     :						str)    ->							int:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						Any      ,       **_lowercase     :						Tuple)    ->							str:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[Any]      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						Union[str, Any])    ->							Any:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Any      ,       *_lowercase     :						int      ,       **_lowercase     :						List[str])    ->							List[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[Any]      ,       *_lowercase     :						Any      ,       **_lowercase     :						Tuple)    ->							int:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[Any]      ,       *_lowercase     :						Any      ,       **_lowercase     :						int)    ->							Any:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Union[str, Any]      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						Union[str, Any])    ->							Optional[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Any      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						Dict)    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						Any      ,       **_lowercase     :						Dict)    ->							List[str]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[Any]      ,       *_lowercase     :						Any      ,       **_lowercase     :						Union[str, Any])    ->							Dict:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						str)    ->							Tuple:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[int]      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						Any)    ->							List[str]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						str      ,       *_lowercase     :						int      ,       **_lowercase     :						str)    ->							Dict:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						int      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						Tuple)    ->							Optional[int]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Dict      ,       *_lowercase     :						Optional[int]      ,       **_lowercase     :						str)    ->							Dict:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						int      ,       *_lowercase     :						int      ,       **_lowercase     :						List[Any])    ->							Any:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						int      ,       **_lowercase     :						int)    ->							Any:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[int]      ,       *_lowercase     :						str      ,       **_lowercase     :						List[Any])    ->							List[Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[int]      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						Optional[Any])    ->							Any:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						Union[str, Any])    ->							str:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						int      ,       *_lowercase     :						Optional[int]      ,       **_lowercase     :						str)    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						int      ,       *_lowercase     :						Optional[int]      ,       **_lowercase     :						int)    ->							Optional[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[int]      ,       *_lowercase     :						Any      ,       **_lowercase     :						List[str])    ->							List[str]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						Optional[int])    ->							Optional[int]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[Any]      ,       *_lowercase     :						Dict      ,       **_lowercase     :						List[Any])    ->							List[str]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Dict      ,       *_lowercase     :						int      ,       **_lowercase     :						str)    ->							Optional[Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						Tuple      ,       **_lowercase     :						Tuple)    ->							List[Any]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Tuple      ,       *_lowercase     :						Dict      ,       **_lowercase     :						List[Any])    ->							List[Any]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Dict      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						Any)    ->							Union[str, Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Any      ,       *_lowercase     :						int      ,       **_lowercase     :						List[Any])    ->							Optional[int]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						List[Any]      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						Optional[int])    ->							str:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Any      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						Union[str, Any])    ->							List[Any]:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						Optional[Any]      ,       **_lowercase     :						Any)    ->							Tuple:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Optional[int]      ,       *_lowercase     :						List[str]      ,       **_lowercase     :						Tuple)    ->							Optional[int]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Tuple      ,       *_lowercase     :						Any      ,       **_lowercase     :						List[Any])    ->							int:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						Optional[int]      ,       **_lowercase     :						Any)    ->							List[str]:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Any      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						str)    ->							List[str]:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						List[str]      ,       *_lowercase     :						Optional[int]      ,       **_lowercase     :						Optional[int])    ->							int:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Any      ,       *_lowercase     :						int      ,       **_lowercase     :						Optional[int])    ->							Any:
								requires_backends(cls      ,       ['torch'])





class   __UpperCAmelCase				(     metaclass=lowerCAmelCase				):



					'''simple docstring'''





					_UpperCamelCase							=		["""torch"""]



					def __init__(	self     :						Tuple      ,       *_lowercase     :						Union[str, Any]      ,       **_lowercase     :						Tuple)    ->							Dict:
								requires_backends(self      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						str      ,       *_lowercase     :						List[Any]      ,       **_lowercase     :						Optional[int])    ->							Tuple:
								requires_backends(cls      ,       ['torch'])



					@classmethod
					def     __snake_case						(	cls     :						Optional[Any]      ,       *_lowercase     :						int      ,       **_lowercase     :						Dict)    ->							Tuple:
								requires_backends(cls      ,       ['torch'])










'''simple docstring'''
from PIL import Image





def 			lowerCamelCase(							SCREAMING_SNAKE_CASE_       ,SCREAMING_SNAKE_CASE_     )		->		Image:

			def brightness(SCREAMING_SNAKE_CASE_     ) -> float:
						return 128 + level + (c - 128)

			if not -255.0 <= level <= 255.0:
						raise ValueError('level must be between -255.0 (black) and 255.0 (white)'     )
			return img.point(SCREAMING_SNAKE_CASE_     )


if __name__ == "__main__":
							# Load image
							with Image.open("image_data/lena.jpg") as img:
														# Change brightness to 100
														_SCREAMING_SNAKE_CASE			=						change_brightness(img, 1_00)
														brigt_img.save("image_data/lena_brightness.png", format="png")




