
"""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  lowercase				(   lowercase__		):






			def __init__(self     :  Optional[Any]			,*SCREAMING_SNAKE_CASE_     :  List[str]			,**SCREAMING_SNAKE_CASE_     :  str )					->  Dict:





				"""simple docstring"""


				lowerCAmelCase				       =     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'''			,SCREAMING_SNAKE_CASE_			,standard_warn=SCREAMING_SNAKE_CASE_ )
				super().__init__(*SCREAMING_SNAKE_CASE_			,**SCREAMING_SNAKE_CASE_ )





class  lowercase				(   lowercase__		):






			def __init__(self     :  str			,*SCREAMING_SNAKE_CASE_     :  Optional[int]			,**SCREAMING_SNAKE_CASE_     :  Optional[Any] )					->  Dict:





				"""simple docstring"""


				lowerCAmelCase				       =     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'''			,SCREAMING_SNAKE_CASE_			,standard_warn=SCREAMING_SNAKE_CASE_ )
				super().__init__(*SCREAMING_SNAKE_CASE_			,**SCREAMING_SNAKE_CASE_ )





class  lowercase				(   lowercase__		):






			def __init__(self     :  Dict			,*SCREAMING_SNAKE_CASE_     :  Optional[Any]			,**SCREAMING_SNAKE_CASE_     :  List[str] )					->  Optional[int]:





				"""simple docstring"""


				lowerCAmelCase				       =     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'''			,SCREAMING_SNAKE_CASE_			,standard_warn=SCREAMING_SNAKE_CASE_ )
				super().__init__(*SCREAMING_SNAKE_CASE_			,**SCREAMING_SNAKE_CASE_ )





class  lowercase				(   lowercase__		):






			def __init__(self     :  List[Any]			,*SCREAMING_SNAKE_CASE_     :  Tuple			,**SCREAMING_SNAKE_CASE_     :  Union[str, Any] )					->  Optional[int]:





				"""simple docstring"""


				lowerCAmelCase				       =     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'''			,SCREAMING_SNAKE_CASE_			,standard_warn=SCREAMING_SNAKE_CASE_ )
				super().__init__(*SCREAMING_SNAKE_CASE_			,**SCREAMING_SNAKE_CASE_ )





class  lowercase				(   lowercase__		):






			def __init__(self     :  List[Any]			,*SCREAMING_SNAKE_CASE_     :  str			,**SCREAMING_SNAKE_CASE_     :  Dict )					->  str:





				"""simple docstring"""


				lowerCAmelCase				       =     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'''			,SCREAMING_SNAKE_CASE_			,standard_warn=SCREAMING_SNAKE_CASE_ )
				super().__init__(*SCREAMING_SNAKE_CASE_			,**SCREAMING_SNAKE_CASE_ )





class  lowercase				(   lowercase__		):






			def __init__(self     :  Union[str, Any]			,*SCREAMING_SNAKE_CASE_     :  int			,**SCREAMING_SNAKE_CASE_     :  Any )					->  List[str]:





				"""simple docstring"""


				lowerCAmelCase				       =     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'''			,SCREAMING_SNAKE_CASE_			,standard_warn=SCREAMING_SNAKE_CASE_ )
				super().__init__(*SCREAMING_SNAKE_CASE_			,**SCREAMING_SNAKE_CASE_ )





class  lowercase				(   lowercase__		):






			def __init__(self     :  Union[str, Any]			,*SCREAMING_SNAKE_CASE_     :  int			,**SCREAMING_SNAKE_CASE_     :  Union[str, Any] )					->  Dict:





				"""simple docstring"""


				lowerCAmelCase				       =     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'''			,SCREAMING_SNAKE_CASE_			,standard_warn=SCREAMING_SNAKE_CASE_ )
				super().__init__(*SCREAMING_SNAKE_CASE_			,**SCREAMING_SNAKE_CASE_ )





class  lowercase				(   lowercase__		):






			def __init__(self     :  int			,*SCREAMING_SNAKE_CASE_     :  Tuple			,**SCREAMING_SNAKE_CASE_     :  List[Any] )					->  int:





				"""simple docstring"""


				lowerCAmelCase				       =     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'''			,SCREAMING_SNAKE_CASE_			,standard_warn=SCREAMING_SNAKE_CASE_ )
				super().__init__(*SCREAMING_SNAKE_CASE_			,**SCREAMING_SNAKE_CASE_ )




"""simple docstring"""






from typing import Optional

from ..utils.logging import get_logger
from .audio_classificiation import AudioClassification
from .automatic_speech_recognition import AutomaticSpeechRecognition
from .base import TaskTemplate
from .image_classification import ImageClassification
from .language_modeling import LanguageModeling
from .question_answering import QuestionAnsweringExtractive
from .summarization import Summarization
from .text_classification import TextClassification


UpperCAmelCase          =							[
    """AutomaticSpeechRecognition""",
    """AudioClassification""",
    """ImageClassification""",
    """LanguageModeling""",
    """QuestionAnsweringExtractive""",
    """Summarization""",
    """TaskTemplate""",
    """TextClassification""",
]

UpperCAmelCase          =							get_logger(__name__)


UpperCAmelCase          =							{
    AutomaticSpeechRecognition.task: AutomaticSpeechRecognition,
    AudioClassification.task: AudioClassification,
    ImageClassification.task: ImageClassification,
    LanguageModeling.task: LanguageModeling,
    QuestionAnsweringExtractive.task: QuestionAnsweringExtractive,
    Summarization.task: Summarization,
    TextClassification.task: TextClassification,
}




def __magic_name__  (							_lowerCamelCase:		dict )				->	Optional[TaskTemplate]:

	'''simple docstring'''




	lowerCAmelCase				       =     task_template_dict.get('''task''' )
	if task_name is None:
		logger.warning(F"""Couldn't find template for task '{task_name}'. Available templates: {list(_lowerCamelCase )}""" )
		return None
	lowerCAmelCase				       =     NAMEaTEMPLATE.get(_lowerCamelCase )
	return template.from_dict(_lowerCamelCase )


