


from ..utils import deprecate
from .attention_processor import (  # noqa: F401
    Attention,
    AttentionProcessor,
    AttnAddedKVProcessor,
    AttnProcessor2_0,
    LoRAAttnProcessor,
    LoRALinearLayer,
    LoRAXFormersAttnProcessor,
    SlicedAttnAddedKVProcessor,
    SlicedAttnProcessor,
    XFormersAttnProcessor,
)
from .attention_processor import AttnProcessor as AttnProcessorRename  # noqa: F401


deprecate(
    'cross_attention',
    '0.20.0',
    'Importing from cross_attention is deprecated. Please import from diffusers.models.attention_processor instead.',
    standard_warn=False,
)


lowerCamelCase		      = AttentionProcessor




class A						(     UpperCamelCase_  ):






      def __init__(      self		:  Optional[Any]    ,     *lowercase_		:  str    ,     **lowercase_		:  Union[str, Any]				)      ->		Tuple:
             """simple docstring"""




             _lowerCamelCase :	Optional[Any]						=F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'				)				)} instead.'''
             deprecate('cross_attention'    ,     '0.20.0'    ,     lowercase_    ,     standard_warn=lowercase_				)
             super().__init__(*lowercase_    ,     **lowercase_				)




class A						(     UpperCamelCase_  ):






      def __init__(      self		:  Optional[Any]    ,     *lowercase_		:  Tuple    ,     **lowercase_		:  Dict				)      ->		Optional[int]:
             """simple docstring"""




             _lowerCamelCase :	List[Any]						=F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'				)				)} instead.'''
             deprecate('cross_attention'    ,     '0.20.0'    ,     lowercase_    ,     standard_warn=lowercase_				)
             super().__init__(*lowercase_    ,     **lowercase_				)




class A						(     UpperCamelCase_  ):






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




             _lowerCamelCase :	Optional[int]						=F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'				)				)} instead.'''
             deprecate('cross_attention'    ,     '0.20.0'    ,     lowercase_    ,     standard_warn=lowercase_				)
             super().__init__(*lowercase_    ,     **lowercase_				)




class A						(     UpperCamelCase_  ):






      def __init__(      self		:  Tuple    ,     *lowercase_		:  Dict    ,     **lowercase_		:  int				)      ->		Optional[Any]:
             """simple docstring"""




             _lowerCamelCase :	Dict						=F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'				)				)} instead.'''
             deprecate('cross_attention'    ,     '0.20.0'    ,     lowercase_    ,     standard_warn=lowercase_				)
             super().__init__(*lowercase_    ,     **lowercase_				)




class A						(     UpperCamelCase_  ):






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




             _lowerCamelCase :	str						=F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'				)				)} instead.'''
             deprecate('cross_attention'    ,     '0.20.0'    ,     lowercase_    ,     standard_warn=lowercase_				)
             super().__init__(*lowercase_    ,     **lowercase_				)




class A						(     UpperCamelCase_  ):






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




             _lowerCamelCase :	List[str]						=F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'				)				)} instead.'''
             deprecate('cross_attention'    ,     '0.20.0'    ,     lowercase_    ,     standard_warn=lowercase_				)
             super().__init__(*lowercase_    ,     **lowercase_				)




class A						(     UpperCamelCase_  ):






      def __init__(      self		:  Dict    ,     *lowercase_		:  List[str]    ,     **lowercase_		:  str				)      ->		str:
             """simple docstring"""




             _lowerCamelCase :	Union[str, Any]						=F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'				)				)} instead.'''
             deprecate('cross_attention'    ,     '0.20.0'    ,     lowercase_    ,     standard_warn=lowercase_				)
             super().__init__(*lowercase_    ,     **lowercase_				)




class A						(     UpperCamelCase_  ):






      def __init__(      self		:  int    ,     *lowercase_		:  List[Any]    ,     **lowercase_		:  Optional[Any]				)      ->		Optional[int]:
             """simple docstring"""




             _lowerCamelCase :	Union[str, Any]						=F'''{self.__class__.__name__} is deprecated and will be removed in `0.20.0`. Please use `from diffusers.models.attention_processor import {''.join(self.__class__.__name__.split('Cross'				)				)} instead.'''
             deprecate('cross_attention'    ,     '0.20.0'    ,     lowercase_    ,     standard_warn=lowercase_				)
             super().__init__(*lowercase_    ,     **lowercase_				)






from __future__ import annotations

from collections.abc import Generator




def 			a_   (					SCREAMING_SNAKE_CASE__      :   int  ):
       '''simple docstring'''





       if not isinstance(SCREAMING_SNAKE_CASE__	,    SCREAMING_SNAKE_CASE__  ) or n < 1:
              raise Exception('Sequence only defined for positive integers'  )

       yield n
       while n != 1:
              if n % 2 == 0:
                     n //= 2
              else:
                     _lowerCamelCase :	Optional[int]						=3 * n + 1
              yield n




def 			a_   (					):
       '''simple docstring'''





       _lowerCamelCase :	Dict						=43
       _lowerCamelCase :	Dict						=tuple(collatz_sequence(SCREAMING_SNAKE_CASE__  )  )
       print(SCREAMING_SNAKE_CASE__  )
       print(F'''Collatz sequence from {n} took {len(SCREAMING_SNAKE_CASE__  )} steps.'''  )


if __name__ == "__main__":
 main()


