






'''simple docstring'''




def 			UpperCamelCase_							(      _UpperCAmelCase						:   list[int]					)					->					list[int]:


       """simple docstring"""







       if len(_UpperCAmelCase					) > 1:
              _UpperCAmelCase  :						List[str]							   =					len(_UpperCAmelCase					) // 2  # Finds the middle of the array
              _UpperCAmelCase  :						Tuple							   =					arr[
                  :middle_length
              ]  # Creates an array of the elements in the first half.
              _UpperCAmelCase  :						List[Any]							   =					arr[
                  middle_length:
              ]  # Creates an array of the elements in the second half.
              _UpperCAmelCase  :						Optional[Any]							   =					len(_UpperCAmelCase					)
              _UpperCAmelCase  :						Dict							   =					len(_UpperCAmelCase					)
              merge(_UpperCAmelCase					)  # Starts sorting the left.
              merge(_UpperCAmelCase					)  # Starts sorting the right
              _UpperCAmelCase  :						Any							   =					0  # Left Counter
              _UpperCAmelCase  :						Any							   =					0  # Right Counter
              _UpperCAmelCase  :						List[Any]							   =					0  # Position Counter
              while (
                  left_index < left_size and right_index < right_size
              ):  # Runs until the lowers size of the left and right are sorted.
                     if left_array[left_index] < right_array[right_index]:
                            _UpperCAmelCase  :						str							   =					left_array[left_index]
                            left_index += 1
                     else:
                            _UpperCAmelCase  :						Union[str, Any]							   =					right_array[right_index]
                            right_index += 1
                     index += 1
              while (
                  left_index < left_size
              ):  # Adds the left over elements in the left half of the array
                     _UpperCAmelCase  :						int							   =					left_array[left_index]
                     left_index += 1
                     index += 1
              while (
                  right_index < right_size
              ):  # Adds the left over elements in the right half of the array
                     _UpperCAmelCase  :						Tuple							   =					right_array[right_index]
                     right_index += 1
                     index += 1
       return arr


if __name__ == "__main__":
  import doctest

  doctest.testmod()


'''simple docstring'''




import copy

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto.configuration_auto import AutoConfig


__SCREAMING_SNAKE_CASE :  Optional[int]  =						logging.get_logger(__name__)

class 			lowerCamelCase_			(snake_case__					):
      '''simple docstring'''

      __UpperCamelCase:						List[Any]      			=		"speech-encoder-decoder"
      __UpperCamelCase:						Optional[int]      			=		True




      def __init__( self		:       Optional[int]		,      **A		:       Tuple ):
             super().__init__(**A )
             if "encoder" not in kwargs or "decoder" not in kwargs:
                    raise ValueError(
                        F"""A configuraton of type {self.model_type} cannot be instantiated because not both `encoder` and"""
                        F""" `decoder` sub-configurations are passed, but only {kwargs}""" )

             _UpperCAmelCase  :						Dict							   =					kwargs.pop("encoder" )
             _UpperCAmelCase  :						Any							   =					encoder_config.pop("model_type" )
             _UpperCAmelCase  :						str							   =					kwargs.pop("decoder" )
             _UpperCAmelCase  :						int							   =					decoder_config.pop("model_type" )

             _UpperCAmelCase  :						List[Any]							   =					AutoConfig.for_model(A		,      **A )
             _UpperCAmelCase  :						str							   =					AutoConfig.for_model(A		,      **A )
             _UpperCAmelCase  :						Optional[int]							   =					True




      @classmethod
      def   _A			( cls		:       int		,      A		:       PretrainedConfig		,      A		:       PretrainedConfig		,      **A		:       Dict ):
             logger.info("Setting `config.is_decoder=True` and `config.add_cross_attention=True` for decoder_config" )
             _UpperCAmelCase  :						Any							   =					True
             _UpperCAmelCase  :						Union[str, Any]							   =					True

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





      def   _A			( self		:       Tuple ):
             _UpperCAmelCase  :						List[str]							   =					copy.deepcopy(self.__dict__ )
             _UpperCAmelCase  :						Any							   =					self.encoder.to_dict()
             _UpperCAmelCase  :						Union[str, Any]							   =					self.decoder.to_dict()
             _UpperCAmelCase  :						Union[str, Any]							   =					self.__class__.model_type
             return output

