



def 			lowerCAmelCase__	(					lowerCamelCase_	:	Dict ,lowerCamelCase_	:	str):





				'''simple docstring'''

				lowerCAmelCase__  :       int				=  0
				lowerCAmelCase__  :       Dict				=  len(lowerCamelCase_) - 1

				while left <= right:
								# avoid divided by 0 during interpolation
								if sorted_collection[left] == sorted_collection[right]:
												if sorted_collection[left] == item:
																return left
												else:
																return None

								lowerCAmelCase__  :       Union[str, Any]				=  left + ((item - sorted_collection[left]) * (right - left)) // (
								    sorted_collection[right] - sorted_collection[left]
								)

								# out of range check
								if point < 0 or point >= len(lowerCamelCase_):
												return None

								lowerCAmelCase__  :       List[str]				=  sorted_collection[point]
								if current_item == item:
												return point
								else:
												if point < left:
																lowerCAmelCase__  :       int				=  left
																lowerCAmelCase__  :       Tuple				=  point
												elif point > right:
																lowerCAmelCase__  :       Tuple				=  right
																lowerCAmelCase__  :       Optional[int]				=  point
												else:
																if item < current_item:
																				lowerCAmelCase__  :       Optional[int]				=  point - 1
																else:
																				lowerCAmelCase__  :       Tuple				=  point + 1
				return None






def 			lowerCAmelCase__	(					lowerCamelCase_	:	Optional[Any] ,lowerCamelCase_	:	List[str] ,lowerCamelCase_	:	Union[str, Any] ,lowerCamelCase_	:	str):





				'''simple docstring'''

				if sorted_collection[left] == sorted_collection[right]:
								if sorted_collection[left] == item:
												return left
								else:
												return None

				lowerCAmelCase__  :       str				=  left + ((item - sorted_collection[left]) * (right - left)) // (
				    sorted_collection[right] - sorted_collection[left]
				)

				# out of range check
				if point < 0 or point >= len(lowerCamelCase_):
								return None

				if sorted_collection[point] == item:
								return point
				elif point < left:
								return interpolation_search_by_recursion(lowerCamelCase_ ,lowerCamelCase_ ,lowerCamelCase_ ,lowerCamelCase_)
				elif point > right:
								return interpolation_search_by_recursion(lowerCamelCase_ ,lowerCamelCase_ ,lowerCamelCase_ ,lowerCamelCase_)
				else:
								if sorted_collection[point] > item:
												return interpolation_search_by_recursion(
												    lowerCamelCase_ ,lowerCamelCase_ ,lowerCamelCase_ ,point - 1)
								else:
												return interpolation_search_by_recursion(
												    lowerCamelCase_ ,lowerCamelCase_ ,point + 1 ,lowerCamelCase_)






def 			lowerCAmelCase__	(					lowerCamelCase_	:	Union[str, Any]):





				'''simple docstring'''

				if collection != sorted(lowerCamelCase_):
								raise ValueError('''Collection must be ascending sorted''')
				return True


if __name__ == "__main__":
							import sys
							__snake_case       :	int            =0
							if debug == 1:
														__snake_case       :	Any            =[1_0, 3_0, 4_0, 4_5, 5_0, 6_6, 7_7, 9_3]
														try:
																					__assert_sorted(collection)
														except ValueError:
																					sys.exit('Sequence must be ascending sorted to apply interpolation search')
														__snake_case       :	Union[str, Any]            =6_7

							__snake_case       :	Union[str, Any]            =interpolation_search(collection, target)
							if result is not None:
														print(f"""{target} found at positions: {result}""")
							else:
														print('Not found')






import copy

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


__snake_case       :	Any            =logging.get_logger(__name__)



class  lowerCamelCase__    (							lowerCamelCase__):




		'''simple docstring'''



		snake_case_			="""encoder-decoder"""
		snake_case_			=True



		def __init__(self	,**__lowerCamelCase				)  ->    Union[str, Any]:

						"""simple docstring"""






						super().__init__(**__lowerCamelCase				)
						assert (
						    "encoder" in kwargs and "decoder" in kwargs
						), "Config has to be initialized with encoder and decoder config"
						lowerCAmelCase__  :       Optional[Any]				=  kwargs.pop('''encoder'''				)
						lowerCAmelCase__  :       Any				=  encoder_config.pop('''model_type'''				)
						lowerCAmelCase__  :       str				=  kwargs.pop('''decoder'''				)
						lowerCAmelCase__  :       Tuple				=  decoder_config.pop('''model_type'''				)

						from ..auto.configuration_auto import AutoConfig

						lowerCAmelCase__  :       Tuple				=  AutoConfig.for_model(__lowerCamelCase	,**__lowerCamelCase				)
						lowerCAmelCase__  :       Any				=  AutoConfig.for_model(__lowerCamelCase	,**__lowerCamelCase				)
						lowerCAmelCase__  :       str				=  True



		@classmethod
		def 	lowerCAmelCase__   (cls	,__lowerCamelCase	,__lowerCamelCase	,**__lowerCamelCase				)  ->    PretrainedConfig:

						"""simple docstring"""






						logger.info('''Set `config.is_decoder=True` and `config.add_cross_attention=True` for decoder_config'''				)
						lowerCAmelCase__  :       Optional[int]				=  True
						lowerCAmelCase__  :       List[str]				=  True

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



		def 	lowerCAmelCase__   (self				)  ->    Tuple:

						"""simple docstring"""






						lowerCAmelCase__  :       int				=  copy.deepcopy(self.__dict__				)
						lowerCAmelCase__  :       Optional[Any]				=  self.encoder.to_dict()
						lowerCAmelCase__  :       str				=  self.decoder.to_dict()
						lowerCAmelCase__  :       Optional[int]				=  self.__class__.model_type
						return output

