
'''simple docstring'''







from __future__ import annotations





def    UpperCAmelCase_						(__a :       Tuple					,      __a :       str = None					,      __a :       Tuple = None					):






   """simple docstring"""

   if start is None:
      _a							:      List[str]     =  0

   if end is None:
      _a							:      str     =  len(_snake_case					) - 1

   if start >= end:
      return

   _a							:      Optional[int]     =  (start + end) // 2

   slowsort(_snake_case					,      _snake_case					,      _snake_case					)
   slowsort(_snake_case					,      mid + 1					,      _snake_case					)

   if sequence[end] < sequence[mid]:
      _a							:      Dict     =  sequence[mid], sequence[end]

   slowsort(_snake_case					,      _snake_case					,      end - 1					)


if __name__ == "__main__":
  from doctest import testmod

  testmod()





"""simple docstring"""



from ...configuration_utils import PretrainedConfig





class 				a			(					lowercase      ):
      UpperCamelCase							:   Union[str, Any]           =     """bert-generation"""



      def __init__(   self     ,	UpperCamelCase_=50_358     ,	UpperCamelCase_=1_024     ,	UpperCamelCase_=24     ,	UpperCamelCase_=16     ,	UpperCamelCase_=4_096     ,	UpperCamelCase_="gelu"     ,	UpperCamelCase_=0.1     ,	UpperCamelCase_=0.1     ,	UpperCamelCase_=512     ,	UpperCamelCase_=0.02     ,	UpperCamelCase_=1E-12     ,	UpperCamelCase_=0     ,	UpperCamelCase_=2     ,	UpperCamelCase_=1     ,	UpperCamelCase_="absolute"     ,	UpperCamelCase_=True     ,	**UpperCamelCase_     ,	):
          super().__init__(pad_token_id=UpperCamelCase_     ,	bos_token_id=UpperCamelCase_     ,	eos_token_id=UpperCamelCase_     ,	**UpperCamelCase_      )

          UpperCAmelCase__	:      Optional[Any]     							=					vocab_size
          UpperCAmelCase__	:      Union[str, Any]     							=					hidden_size
          UpperCAmelCase__	:      Optional[Any]     							=					num_hidden_layers
          UpperCAmelCase__	:      Dict     							=					num_attention_heads
          UpperCAmelCase__	:      Dict     							=					hidden_act
          UpperCAmelCase__	:      Optional[Any]     							=					intermediate_size
          UpperCAmelCase__	:      Optional[int]     							=					hidden_dropout_prob
          UpperCAmelCase__	:      Tuple     							=					attention_probs_dropout_prob
          UpperCAmelCase__	:      List[Any]     							=					max_position_embeddings
          UpperCAmelCase__	:      Optional[int]     							=					initializer_range
          UpperCAmelCase__	:      Optional[int]     							=					layer_norm_eps
          UpperCAmelCase__	:      Union[str, Any]     							=					position_embedding_type
          UpperCAmelCase__	:      Dict     							=					use_cache

