



import copy

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


lowerCamelCase__			= logging.get_logger(__name__)






class    SCREAMING_SNAKE_CASE			(							lowerCamelCase__					):
							__lowerCamelCase	:	Union[str, Any]    ='encoder-decoder'
							__lowerCamelCase	:	Optional[Any]    =True





							def __init__(   self		:		Dict      ,				**__lowercase		:		Union[str, Any]	):

											'''simple docstring'''
											super().__init__(**__lowercase	)
											assert (
											    "encoder" in kwargs and "decoder" in kwargs
											), "Config has to be initialized with encoder and decoder config"
											__a       =		kwargs.pop("""encoder"""	)
											__a       =		encoder_config.pop("""model_type"""	)
											__a       =		kwargs.pop("""decoder"""	)
											__a       =		decoder_config.pop("""model_type"""	)

											from ..auto.configuration_auto import AutoConfig

											__a       =		AutoConfig.for_model(__lowercase      ,				**__lowercase	)
											__a       =		AutoConfig.for_model(__lowercase      ,				**__lowercase	)
											__a       =		True





							@classmethod
							def 						UpperCamelCase_					(   cls		:		Tuple      ,				__lowercase		:		PretrainedConfig      ,				__lowercase		:		PretrainedConfig      ,				**__lowercase		:		Optional[Any]	):

											'''simple docstring'''
											logger.info("""Set `config.is_decoder=True` and `config.add_cross_attention=True` for decoder_config"""	)
											__a       =		True
											__a       =		True

											return cls(encoder=encoder_config.to_dict()      ,				decoder=decoder_config.to_dict()      ,				**__lowercase	)







							def 						UpperCamelCase_					(   self		:		List[Any]	):

											'''simple docstring'''
											__a       =		copy.deepcopy(self.__dict__	)
											__a       =		self.encoder.to_dict()
											__a       =		self.decoder.to_dict()
											__a       =		self.__class__.model_type
											return output





def   lowerCAmelCase__						(							_SCREAMING_SNAKE_CASE       :			list				,     _SCREAMING_SNAKE_CASE       :			list				,     _SCREAMING_SNAKE_CASE       :			int				,     _SCREAMING_SNAKE_CASE       :			int				,     _SCREAMING_SNAKE_CASE       :			int    ):
				"""simple docstring"""







				if index == number_of_items:
								return 0
				__a       =		0
				__a       =		0
				__a       =		knapsack(_SCREAMING_SNAKE_CASE				,     _SCREAMING_SNAKE_CASE				,     _SCREAMING_SNAKE_CASE				,     _SCREAMING_SNAKE_CASE				,     index + 1    )
				if weights[index] <= max_weight:
								__a       =		values[index] + knapsack(
								    _SCREAMING_SNAKE_CASE				,     _SCREAMING_SNAKE_CASE				,     _SCREAMING_SNAKE_CASE				,     max_weight - weights[index]				,     index + 1    )
				return max(_SCREAMING_SNAKE_CASE				,     _SCREAMING_SNAKE_CASE    )


if __name__ == "__main__":
						import doctest

						doctest.testmod()
