
from collections import OrderedDict
from typing import Mapping

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


SCREAMING_SNAKE_CASE__     :    List[str]      							=					logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__     :    Any      							=					{
    """uclanlp/plbart-base""": """https://huggingface.co/uclanlp/plbart-base/resolve/main/config.json""",
    # See all PLBART models at https://huggingface.co/models?filter=plbart
}

class      lowerCAmelCase__  (			lowerCAmelCase_    ):
  a__ :		Tuple   						=	"""plbart"""
  a__ :		Tuple   						=	["""past_key_values"""]
  a__ :		Optional[int]   						=	{"""num_attention_heads""": """encoder_attention_heads""", """hidden_size""": """d_model"""}






  def __init__(	self	:							int							,    SCREAMING_SNAKE_CASE__	:							Optional[Any]=5_00_05							,    SCREAMING_SNAKE_CASE__	:							Optional[Any]=10_24							,    SCREAMING_SNAKE_CASE__	:							Dict=6							,    SCREAMING_SNAKE_CASE__	:							Union[str, Any]=30_72							,    SCREAMING_SNAKE_CASE__	:							List[Any]=12							,    SCREAMING_SNAKE_CASE__	:							Any=6							,    SCREAMING_SNAKE_CASE__	:							str=30_72							,    SCREAMING_SNAKE_CASE__	:							Union[str, Any]=12							,    SCREAMING_SNAKE_CASE__	:							Any=0.0							,    SCREAMING_SNAKE_CASE__	:							Optional[int]=0.0							,    SCREAMING_SNAKE_CASE__	:							Any=True							,    SCREAMING_SNAKE_CASE__	:							Optional[Any]=True							,    SCREAMING_SNAKE_CASE__	:							Dict="gelu"							,    SCREAMING_SNAKE_CASE__	:							int=7_68							,    SCREAMING_SNAKE_CASE__	:							Union[str, Any]=0.1							,    SCREAMING_SNAKE_CASE__	:							int=0.1							,    SCREAMING_SNAKE_CASE__	:							Union[str, Any]=0.0							,    SCREAMING_SNAKE_CASE__	:							Optional[int]=0.02							,    SCREAMING_SNAKE_CASE__	:							Optional[int]=0.0							,    SCREAMING_SNAKE_CASE__	:							int=True							,    SCREAMING_SNAKE_CASE__	:							str=1							,    SCREAMING_SNAKE_CASE__	:							Union[str, Any]=0							,    SCREAMING_SNAKE_CASE__	:							Any=2							,    SCREAMING_SNAKE_CASE__	:							int=2							,    **SCREAMING_SNAKE_CASE__	:							Union[str, Any]							,    )  ->							int:
      __lowerCamelCase					      =			vocab_size
      __lowerCamelCase					      =			max_position_embeddings
      __lowerCamelCase					      =			d_model
      __lowerCamelCase					      =			encoder_ffn_dim
      __lowerCamelCase					      =			encoder_layers
      __lowerCamelCase					      =			encoder_attention_heads
      __lowerCamelCase					      =			decoder_ffn_dim
      __lowerCamelCase					      =			decoder_layers
      __lowerCamelCase					      =			decoder_attention_heads
      __lowerCamelCase					      =			dropout
      __lowerCamelCase					      =			attention_dropout
      __lowerCamelCase					      =			activation_dropout
      __lowerCamelCase					      =			activation_function
      __lowerCamelCase					      =			init_std
      __lowerCamelCase					      =			encoder_layerdrop
      __lowerCamelCase					      =			decoder_layerdrop
      __lowerCamelCase					      =			classifier_dropout
      __lowerCamelCase					      =			use_cache
      __lowerCamelCase					      =			encoder_layers
      __lowerCamelCase					      =			scale_embedding  # scale factor will be sqrt(d_model) if True
      super().__init__(
          pad_token_id=__SCREAMING_SNAKE_CASE							,    bos_token_id=__SCREAMING_SNAKE_CASE							,    eos_token_id=__SCREAMING_SNAKE_CASE							,    is_encoder_decoder=__SCREAMING_SNAKE_CASE							,    forced_eos_token_id=__SCREAMING_SNAKE_CASE							,    **__SCREAMING_SNAKE_CASE							,    )





class      lowerCAmelCase__  (			lowerCAmelCase_    ):






  @property
  def 				__A (	self	:							Optional[Any]						)  ->							List[str]:
      return OrderedDict(
          [
              ('''input_ids''', {0: '''batch''', 1: '''sequence'''}),
              ('''attention_mask''', {0: '''batch''', 1: '''sequence'''}),
          ]						)







  @property
  def 				__A (	self	:							Tuple						)  ->							Any:

      if self.use_past:
          return OrderedDict(
              [
                  ('''last_hidden_state''', {0: '''batch''', 1: '''sequence'''}),
                  ('''past_keys''', {0: '''batch''', 2: '''sequence'''}),
                  ('''encoder_last_hidden_state''', {0: '''batch''', 1: '''sequence'''}),
              ]						)
      else:
          return OrderedDict(
              [
                  ('''last_hidden_state''', {0: '''batch''', 1: '''sequence'''}),
                  ('''encoder_last_hidden_state''', {0: '''batch''', 1: '''sequence'''}),
              ]						)





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,
)


SCREAMING_SNAKE_CASE__     :    Optional[int]      							=					AttentionProcessor

class      lowerCAmelCase__  (			__lowercase    ):






		def __init__(	self	:							Tuple							,    *SCREAMING_SNAKE_CASE__	:							Dict							,    **SCREAMING_SNAKE_CASE__	:							int						)  ->							List[Any]:
						__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      lowerCAmelCase__  (			__lowercase    ):






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






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






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






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






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






		def __init__(	self	:							str							,    *SCREAMING_SNAKE_CASE__	:							Union[str, Any]							,    **SCREAMING_SNAKE_CASE__	:							Tuple						)  ->							int:
						__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      lowerCAmelCase__  (			__lowercase    ):






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



