


from ...configuration_utils import PretrainedConfig







class 			_lowercase (							lowercase__):


       """simple docstring"""




       A__											=			"bert-generation"





       def __init__(   self							:			Any					,      __lowerCamelCase							:			List[str]=50358					,      __lowerCamelCase							:			str=1024					,      __lowerCamelCase							:			int=24					,      __lowerCamelCase							:			List[str]=16					,      __lowerCamelCase							:			Dict=4096					,      __lowerCamelCase							:			Dict="gelu"					,      __lowerCamelCase							:			Tuple=0.1					,      __lowerCamelCase							:			int=0.1					,      __lowerCamelCase							:			int=512					,      __lowerCamelCase							:			Dict=0.0_2					,      __lowerCamelCase							:			int=1E-1_2					,      __lowerCamelCase							:			List[Any]=0					,      __lowerCamelCase							:			Tuple=2					,      __lowerCamelCase							:			int=1					,      __lowerCamelCase							:			List[Any]="absolute"					,      __lowerCamelCase							:			Optional[int]=True					,      **__lowerCamelCase							:			Optional[int]					,      ):


             '''simple docstring'''



             super().__init__(pad_token_id=__lowerCamelCase					,      bos_token_id=__lowerCamelCase					,      eos_token_id=__lowerCamelCase					,      **__lowerCamelCase       )

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






class 			_lowercase :


       """simple docstring"""




       def __init__(   self							:			List[Any]					,      __lowerCamelCase							:			int       ):


             '''simple docstring'''



             lowerCamelCase__		:				Optional[Any]    =  size
             lowerCamelCase__		:				List[str]    =  [0] * size
             lowerCamelCase__		:				str    =  [0] * size





       @staticmethod
       def 						lowerCAmelCase     (   __lowerCamelCase							:			int       ):


             '''simple docstring'''



             return index | (index + 1)





       @staticmethod
       def 						lowerCAmelCase     (   __lowerCamelCase							:			int       ):


             '''simple docstring'''



             return (index & (index + 1)) - 1





       def 						lowerCAmelCase     (   self							:			int					,      __lowerCamelCase							:			int					,      __lowerCamelCase							:			int       ):


             '''simple docstring'''



             lowerCamelCase__		:				Union[str, Any]    =  value
             while index < self.size:
                   lowerCamelCase__		:				Tuple    =  self.get_prev(__lowerCamelCase       ) + 1
                   if current_left_border == index:
                         lowerCamelCase__		:				Optional[Any]    =  value
                   else:
                         lowerCamelCase__		:				str    =  max(__lowerCamelCase					,      __lowerCamelCase					,      __lowerCamelCase       )
                   lowerCamelCase__		:				Dict    =  self.get_next(__lowerCamelCase       )





       def 						lowerCAmelCase     (   self							:			List[Any]					,      __lowerCamelCase							:			int					,      __lowerCamelCase							:			int       ):


             '''simple docstring'''



             right -= 1  # Because of right is exclusive
             lowerCamelCase__		:				str    =  0
             while left <= right:
                   lowerCamelCase__		:				Optional[Any]    =  self.get_prev(__lowerCamelCase       )
                   if left <= current_left:
                         lowerCamelCase__		:				Optional[Any]    =  max(__lowerCamelCase					,      self.tree[right]       )
                         lowerCamelCase__		:				Any    =  current_left
                   else:
                         lowerCamelCase__		:				Optional[Any]    =  max(__lowerCamelCase					,      self.arr[right]       )
                         right -= 1
             return result


if __name__ == "__main__":
    import doctest

    doctest.testmod()


