

'''simple docstring'''






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


lowerCAmelCase__											=	logging.get_logger(__name__)

# TODO: upload to AWS
lowerCAmelCase__											=	{
    '''yjernite/retribert-base-uncased''': (
        '''https://huggingface.co/yjernite/retribert-base-uncased/resolve/main/config.json'''
    ),
}






class 			lowercase_	(_snake_case      ):




  """simple docstring"""




  SCREAMING_SNAKE_CASE    :  Optional[Any]							=			'''retribert'''






  def __init__(      self   :     List[Any]					,lowercase__   :     Any=3_0_5_2_2					,lowercase__   :     Optional[Any]=7_6_8					,lowercase__   :     Optional[Any]=8					,lowercase__   :     List[Any]=1_2					,lowercase__   :     Tuple=3_0_7_2					,lowercase__   :     Union[str, Any]="gelu"					,lowercase__   :     int=0.1					,lowercase__   :     int=0.1					,lowercase__   :     Tuple=5_1_2					,lowercase__   :     Tuple=2					,lowercase__   :     str=0.0_2					,lowercase__   :     int=1e-1_2					,lowercase__   :     Union[str, Any]=True					,lowercase__   :     str=1_2_8					,lowercase__   :     Dict=0					,**lowercase__   :     Tuple					,):
   super().__init__(pad_token_id=_UpperCamelCase					,**_UpperCamelCase			)

   __lowercase							  = vocab_size
   __lowercase							  = hidden_size
   __lowercase							  = num_hidden_layers
   __lowercase							  = num_attention_heads
   __lowercase							  = hidden_act
   __lowercase							  = intermediate_size
   __lowercase							  = hidden_dropout_prob
   __lowercase							  = attention_probs_dropout_prob
   __lowercase							  = max_position_embeddings
   __lowercase							  = type_vocab_size
   __lowercase							  = initializer_range
   __lowercase							  = layer_norm_eps
   __lowercase							  = share_encoders
   __lowercase							  = projection_dim









def      lowercase__      (     __snake_case    :							list  ):


					'''simple docstring'''


					for i in range(len(__snake_case  ) - 1     ,       0     ,       -1  ):
										UpperCAmelCase_    :      Dict            =						False

										for j in range(__snake_case     ,       0     ,       -1  ):
															if unsorted[j] < unsorted[j - 1]:
																				UpperCAmelCase_       ,  UpperCAmelCase_    :      Any            =						unsorted[j - 1], unsorted[j]
																				UpperCAmelCase_    :      int            =						True

										for j in range(__snake_case  ):
															if unsorted[j] > unsorted[j + 1]:
																				UpperCAmelCase_       ,  UpperCAmelCase_    :      Optional[int]            =						unsorted[j + 1], unsorted[j]
																				UpperCAmelCase_    :      Any            =						True

										if not swapped:
															break
					return unsorted


if __name__ == "__main__":
		import doctest

		doctest.testmod()
		__UpperCAmelCase								=						input('Enter numbers separated by a comma:\n').strip()
		__UpperCAmelCase								=						[int(item) for item in user_input.split(',')]
		print(F'{cocktail_shaker_sort(unsorted) = }')






