






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,
)


_a				     =  AttentionProcessor





class __lowerCamelCase			(				lowerCAmelCase_):





	"""simple docstring"""






	def __init__(							self	,   *UpperCAmelCase	,   **UpperCAmelCase   ):
							"""simple docstring"""







							_UpperCAmelCase     =      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'	,   _snake_case	,   standard_warn=_snake_case   )
							super().__init__(*_snake_case	,   **_snake_case   )





class __lowerCamelCase			(				lowerCAmelCase_):





	"""simple docstring"""






	def __init__(							self	,   *UpperCAmelCase	,   **UpperCAmelCase   ):
							"""simple docstring"""







							_UpperCAmelCase     =      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'	,   _snake_case	,   standard_warn=_snake_case   )
							super().__init__(*_snake_case	,   **_snake_case   )





class __lowerCamelCase			(				lowerCAmelCase_):





	"""simple docstring"""






	def __init__(							self	,   *UpperCAmelCase	,   **UpperCAmelCase   ):
							"""simple docstring"""







							_UpperCAmelCase     =      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'	,   _snake_case	,   standard_warn=_snake_case   )
							super().__init__(*_snake_case	,   **_snake_case   )





class __lowerCamelCase			(				lowerCAmelCase_):





	"""simple docstring"""






	def __init__(							self	,   *UpperCAmelCase	,   **UpperCAmelCase   ):
							"""simple docstring"""







							_UpperCAmelCase     =      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'	,   _snake_case	,   standard_warn=_snake_case   )
							super().__init__(*_snake_case	,   **_snake_case   )





class __lowerCamelCase			(				lowerCAmelCase_):





	"""simple docstring"""






	def __init__(							self	,   *UpperCAmelCase	,   **UpperCAmelCase   ):
							"""simple docstring"""







							_UpperCAmelCase     =      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'	,   _snake_case	,   standard_warn=_snake_case   )
							super().__init__(*_snake_case	,   **_snake_case   )





class __lowerCamelCase			(				lowerCAmelCase_):





	"""simple docstring"""






	def __init__(							self	,   *UpperCAmelCase	,   **UpperCAmelCase   ):
							"""simple docstring"""







							_UpperCAmelCase     =      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'	,   _snake_case	,   standard_warn=_snake_case   )
							super().__init__(*_snake_case	,   **_snake_case   )





class __lowerCamelCase			(				lowerCAmelCase_):





	"""simple docstring"""






	def __init__(							self	,   *UpperCAmelCase	,   **UpperCAmelCase   ):
							"""simple docstring"""







							_UpperCAmelCase     =      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'	,   _snake_case	,   standard_warn=_snake_case   )
							super().__init__(*_snake_case	,   **_snake_case   )





class __lowerCamelCase			(				lowerCAmelCase_):





	"""simple docstring"""






	def __init__(							self	,   *UpperCAmelCase	,   **UpperCAmelCase   ):
							"""simple docstring"""







							_UpperCAmelCase     =      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'	,   _snake_case	,   standard_warn=_snake_case   )
							super().__init__(*_snake_case	,   **_snake_case   )








from ...configuration_utils import PretrainedConfig
from ...utils import logging


_a				     =  logging.get_logger(__name__)

_a				     =  {
    '''facebook/regnet-y-040''': '''https://huggingface.co/facebook/regnet-y-040/blob/main/config.json''',
}





class __lowerCamelCase			(				snake_case__):





	"""simple docstring"""






	UpperCamelCase__								=				"regnet"
	UpperCamelCase__								=				["x", "y"]

	def __init__(							self	,   UpperCAmelCase=3	,   UpperCAmelCase=32	,   UpperCAmelCase=[128, 192, 512, 1088]	,   UpperCAmelCase=[2, 6, 12, 2]	,   UpperCAmelCase=64	,   UpperCAmelCase="y"	,   UpperCAmelCase="relu"	,   **UpperCAmelCase	,   ):
							"""simple docstring"""







							super().__init__(**UpperCAmelCase   )
							if layer_type not in self.layer_types:
													raise ValueError(F"""layer_type={layer_type} is not one of {",".join(self.layer_types   )}"""   )
							_UpperCAmelCase     =      num_channels
							_UpperCAmelCase     =      embedding_size
							_UpperCAmelCase     =      hidden_sizes
							_UpperCAmelCase     =      depths
							_UpperCAmelCase     =      groups_width
							_UpperCAmelCase     =      layer_type
							_UpperCAmelCase     =      hidden_act
							# always downsample in the first stage
							_UpperCAmelCase     =      True
