





def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__      ,      UpperCamelCase__      ,      UpperCamelCase__      ,      UpperCamelCase__			)  ->    Dict:







   '''simple docstring'''

   if start == end:
      return start if lst[start] > item else start + 1
   if start > end:
      return start

   UpperCAmelCase       		=    (start + end) // 2
   if lst[mid] < item:
      return binary_search(UpperCamelCase__      ,      UpperCamelCase__      ,      mid + 1      ,      UpperCamelCase__			)
   elif lst[mid] > item:
      return binary_search(UpperCamelCase__      ,      UpperCamelCase__      ,      UpperCamelCase__      ,      mid - 1			)
   else:
      return mid





def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__			)  ->    int:







   '''simple docstring'''

   UpperCAmelCase       		=    len(UpperCamelCase__			)

   for index in range(1      ,      UpperCamelCase__			):
      UpperCAmelCase       		=    lst[index]
      UpperCAmelCase       		=    binary_search(UpperCamelCase__      ,      UpperCamelCase__      ,      0      ,      index - 1			)
      UpperCAmelCase       		=    lst[:pos] + [value] + lst[pos:index] + lst[index + 1 :]

   return lst





def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__      ,      UpperCamelCase__			)  ->    Optional[Any]:







   '''simple docstring'''

   if not left:
      return right

   if not right:
      return left

   if left[0] < right[0]:
      return [left[0], *merge(left[1:]      ,      UpperCamelCase__			)]

   return [right[0], *merge(UpperCamelCase__      ,      right[1:]			)]





def 						__SCREAMING_SNAKE_CASE  (    UpperCamelCase__			)  ->    List[str]:







   '''simple docstring'''

   UpperCAmelCase       		=    len(UpperCamelCase__			)
   UpperCAmelCase       		=    [], []
   UpperCAmelCase       		=    [lst[0]]
   UpperCAmelCase       		=    []
   UpperCAmelCase       		=    1
   while i < length:
      if lst[i] < lst[i - 1]:
         runs.append(UpperCamelCase__			)
         UpperCAmelCase       		=    [lst[i]]
      else:
         new_run.append(lst[i]			)
      i += 1
   runs.append(UpperCamelCase__			)

   for run in runs:
      sorted_runs.append(insertion_sort(UpperCamelCase__			)			)
   for run in sorted_runs:
      UpperCAmelCase       		=    merge(UpperCamelCase__      ,      UpperCamelCase__			)

   return sorted_array





def 						__SCREAMING_SNAKE_CASE  (    )  ->    Optional[int]:







   '''simple docstring'''

   UpperCAmelCase       		=    [5, 9, 10, 3, -4, 5, 178, 92, 46, -18, 0, 7]
   UpperCAmelCase       		=    tim_sort(UpperCamelCase__			)
   print(UpperCamelCase__			)


if __name__ == "__main__":
    main()










import copy

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


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

class      A_	(a_      ):
	UpperCAmelCase__ =      '''speech-encoder-decoder'''
	UpperCAmelCase__ =      True
	def __init__(   self							, **_A		):






				'''simple docstring'''







				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       		=    kwargs.pop('''encoder'''		)
				UpperCAmelCase       		=    encoder_config.pop('''model_type'''		)
				UpperCAmelCase       		=    kwargs.pop('''decoder'''		)
				UpperCAmelCase       		=    decoder_config.pop('''model_type'''		)

				UpperCAmelCase       		=    AutoConfig.for_model(_A							, **_A		)
				UpperCAmelCase       		=    AutoConfig.for_model(_A							, **_A		)
				UpperCAmelCase       		=    True
	@classmethod
	def 					_lowercase    (   cls							, _A							, _A							, **_A		):






				'''simple docstring'''







				logger.info('''Setting `config.is_decoder=True` and `config.add_cross_attention=True` for decoder_config'''		)
				UpperCAmelCase       		=    True
				UpperCAmelCase       		=    True

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







	def 					_lowercase    (   self		):






				'''simple docstring'''







				UpperCAmelCase       		=    copy.deepcopy(self.__dict__		)
				UpperCAmelCase       		=    self.encoder.to_dict()
				UpperCAmelCase       		=    self.decoder.to_dict()
				UpperCAmelCase       		=    self.__class__.model_type
				return output



