



'''simple docstring'''





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,
)


_UpperCamelCase							    =						AttentionProcessor






class  lowerCamelCase_   (    SCREAMING_SNAKE_CASE_					):
  """simple docstring"""




  def __init__(			self				:     List[str]      ,     *_a				:     Any      ,     **_a				:     Optional[Any]       ) -> int:
    __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'      ,     _a      ,     standard_warn=_a       )
    super().__init__(*_a      ,     **_a       )






class  lowerCamelCase_   (    SCREAMING_SNAKE_CASE_					):
  """simple docstring"""




  def __init__(			self				:     List[Any]      ,     *_a				:     List[str]      ,     **_a				:     Dict       ) -> Optional[Any]:
    __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'      ,     _a      ,     standard_warn=_a       )
    super().__init__(*_a      ,     **_a       )






class  lowerCamelCase_   (    SCREAMING_SNAKE_CASE_					):
  """simple docstring"""




  def __init__(			self				:     str      ,     *_a				:     int      ,     **_a				:     Union[str, Any]       ) -> Tuple:
    __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'      ,     _a      ,     standard_warn=_a       )
    super().__init__(*_a      ,     **_a       )






class  lowerCamelCase_   (    SCREAMING_SNAKE_CASE_					):
  """simple docstring"""




  def __init__(			self				:     Union[str, Any]      ,     *_a				:     Dict      ,     **_a				:     Any       ) -> List[Any]:
    __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'      ,     _a      ,     standard_warn=_a       )
    super().__init__(*_a      ,     **_a       )






class  lowerCamelCase_   (    SCREAMING_SNAKE_CASE_					):
  """simple docstring"""




  def __init__(			self				:     int      ,     *_a				:     List[Any]      ,     **_a				:     Tuple       ) -> Optional[int]:
    __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'      ,     _a      ,     standard_warn=_a       )
    super().__init__(*_a      ,     **_a       )






class  lowerCamelCase_   (    SCREAMING_SNAKE_CASE_					):
  """simple docstring"""




  def __init__(			self				:     Optional[Any]      ,     *_a				:     List[str]      ,     **_a				:     Any       ) -> List[Any]:
    __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'      ,     _a      ,     standard_warn=_a       )
    super().__init__(*_a      ,     **_a       )






class  lowerCamelCase_   (    SCREAMING_SNAKE_CASE_					):
  """simple docstring"""




  def __init__(			self				:     Tuple      ,     *_a				:     List[Any]      ,     **_a				:     Dict       ) -> Any:
    __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'      ,     _a      ,     standard_warn=_a       )
    super().__init__(*_a      ,     **_a       )






class  lowerCamelCase_   (    SCREAMING_SNAKE_CASE_					):
  """simple docstring"""




  def __init__(			self				:     List[str]      ,     *_a				:     Optional[int]      ,     **_a				:     List[str]       ) -> List[Any]:
    __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'      ,     _a      ,     standard_warn=_a       )
    super().__init__(*_a      ,     **_a       )











'''simple docstring'''





import math
from timeit import timeit

def 	a_					(							_lowerCAmelCase	)				->				int:
  __lowerCamelCase	:	int   	=			0
  __lowerCamelCase	:	Optional[int]   	=			abs(_lowerCAmelCase	)
  while True:
    __lowerCamelCase	:	List[str]   	=			n // 10
    digits += 1
    if n == 0:
      break
  return digits

def 	a_					(							_lowerCAmelCase	)				->				int:
  return 1 if n == 0 else math.floor(math.log(abs(_lowerCAmelCase	)	,10	) + 1	)

def 	a_					(							_lowerCAmelCase	)				->				int:
  return len(str(abs(_lowerCAmelCase	)	)	)

def 	a_					(							)				->				None:
  from collections.abc import Callable

  def benchmark_a_function(_lowerCAmelCase	,_lowerCAmelCase	) -> None:
    __lowerCamelCase	:	Any   	=			F'{func.__name__}({value})'
    __lowerCamelCase	:	int   	=			timeit(F'__main__.{call}'	,setup='import __main__'	)
    print(F'{call}: {func(_lowerCAmelCase	)} -- {timing} seconds'	)

  for value in (262144, 1125899906842624, 1267650600228229401496703205376):
    for func in (num_digits, num_digits_fast, num_digits_faster):
      benchmark_a_function(_lowerCAmelCase	,_lowerCAmelCase	)
    print()


if __name__ == "__main__":
   import doctest

   doctest.testmod()
   benchmark()






