





"""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 					_a		( _lowerCAmelCase							):






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




										'''simple docstring'''



										_UpperCamelCase     :   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''',					lowerCAmelCase__,					standard_warn=lowerCAmelCase__				)
										super().__init__(*lowerCAmelCase__,					**lowerCAmelCase__				)




class 					_a		( _lowerCAmelCase							):






				def __init__(					self						:       str,					*lowerCAmelCase__						:       Any,					**lowerCAmelCase__						:       Any				)      -> Dict:




										'''simple docstring'''



										_UpperCamelCase     :   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''',					lowerCAmelCase__,					standard_warn=lowerCAmelCase__				)
										super().__init__(*lowerCAmelCase__,					**lowerCAmelCase__				)




class 					_a		( _lowerCAmelCase							):






				def __init__(					self						:       Any,					*lowerCAmelCase__						:       Any,					**lowerCAmelCase__						:       Optional[Any]				)      -> int:




										'''simple docstring'''



										_UpperCamelCase     :   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''',					lowerCAmelCase__,					standard_warn=lowerCAmelCase__				)
										super().__init__(*lowerCAmelCase__,					**lowerCAmelCase__				)




class 					_a		( _lowerCAmelCase							):






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




										'''simple docstring'''



										_UpperCamelCase     :   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''',					lowerCAmelCase__,					standard_warn=lowerCAmelCase__				)
										super().__init__(*lowerCAmelCase__,					**lowerCAmelCase__				)




class 					_a		( _lowerCAmelCase							):






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




										'''simple docstring'''



										_UpperCamelCase     :   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''',					lowerCAmelCase__,					standard_warn=lowerCAmelCase__				)
										super().__init__(*lowerCAmelCase__,					**lowerCAmelCase__				)




class 					_a		( _lowerCAmelCase							):






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




										'''simple docstring'''



										_UpperCamelCase     :   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''',					lowerCAmelCase__,					standard_warn=lowerCAmelCase__				)
										super().__init__(*lowerCAmelCase__,					**lowerCAmelCase__				)




class 					_a		( _lowerCAmelCase							):






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




										'''simple docstring'''



										_UpperCamelCase     :   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''',					lowerCAmelCase__,					standard_warn=lowerCAmelCase__				)
										super().__init__(*lowerCAmelCase__,					**lowerCAmelCase__				)




class 					_a		( _lowerCAmelCase							):






				def __init__(					self						:       Tuple,					*lowerCAmelCase__						:       int,					**lowerCAmelCase__						:       Dict				)      -> List[str]:




										'''simple docstring'''



										_UpperCamelCase     :   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''',					lowerCAmelCase__,					standard_warn=lowerCAmelCase__				)
										super().__init__(*lowerCAmelCase__,					**lowerCAmelCase__				)











"""simple docstring"""





from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


UpperCamelCase					=     logging.get_logger(__name__)

UpperCamelCase					=     {
    """squeezebert/squeezebert-uncased""": (
        """https://huggingface.co/squeezebert/squeezebert-uncased/resolve/main/config.json"""
    ),
    """squeezebert/squeezebert-mnli""": """https://huggingface.co/squeezebert/squeezebert-mnli/resolve/main/config.json""",
    """squeezebert/squeezebert-mnli-headless""": (
        """https://huggingface.co/squeezebert/squeezebert-mnli-headless/resolve/main/config.json"""
    ),
}







class 						_a  (		lowercase_       ):





   '''simple docstring'''






   UpperCamelCase__     	=							SQUEEZEBERT_PRETRAINED_CONFIG_ARCHIVE_MAP
   UpperCamelCase__     	=							"""squeezebert"""





   def __init__(       self					, UpperCAmelCase_=30_522					, UpperCAmelCase_=768					, UpperCAmelCase_=12					, UpperCAmelCase_=12					, UpperCAmelCase_=3_072					, UpperCAmelCase_="gelu"					, UpperCAmelCase_=0.1					, UpperCAmelCase_=0.1					, UpperCAmelCase_=512					, UpperCAmelCase_=2					, UpperCAmelCase_=0.02					, UpperCAmelCase_=1E-1_2					, UpperCAmelCase_=0					, UpperCAmelCase_=768					, UpperCAmelCase_=4					, UpperCAmelCase_=4					, UpperCAmelCase_=4					, UpperCAmelCase_=1					, UpperCAmelCase_=4					, UpperCAmelCase_=4					, **UpperCAmelCase_					, )			->   int:




          '''simple docstring'''




          super().__init__(pad_token_id=UpperCAmelCase_					, **UpperCAmelCase_)

          lowercase__:							Union[str, Any]         =     vocab_size
          lowercase__:							int         =     hidden_size
          lowercase__:							int         =     num_hidden_layers
          lowercase__:							List[str]         =     num_attention_heads
          lowercase__:							Any         =     hidden_act
          lowercase__:							List[str]         =     intermediate_size
          lowercase__:							Any         =     hidden_dropout_prob
          lowercase__:							List[Any]         =     attention_probs_dropout_prob
          lowercase__:							Optional[int]         =     max_position_embeddings
          lowercase__:							List[Any]         =     type_vocab_size
          lowercase__:							Union[str, Any]         =     initializer_range
          lowercase__:							str         =     layer_norm_eps
          lowercase__:							Optional[Any]         =     embedding_size
          lowercase__:							Optional[int]         =     q_groups
          lowercase__:							List[str]         =     k_groups
          lowercase__:							Union[str, Any]         =     v_groups
          lowercase__:							str         =     post_attention_groups
          lowercase__:							Optional[int]         =     intermediate_groups
          lowercase__:							List[Any]         =     output_groups







class 						_a  (		lowercase_       ):





   '''simple docstring'''






   @property
   def __lowercase							(       self)			->   Mapping[str, Mapping[int, str]]:




          '''simple docstring'''




          if self.task == "multiple-choice":
                 lowercase__:							Optional[int]         =     {0: "batch", 1: "choice", 2: "sequence"}
          else:
                 lowercase__:							Optional[Any]         =     {0: "batch", 1: "sequence"}
          return OrderedDict(
              [
                  ("input_ids", dynamic_axis),
                  ("attention_mask", dynamic_axis),
                  ("token_type_ids", dynamic_axis),
              ])






