






'''simple docstring'''
from ...configuration_utils import PretrainedConfig






class        __SCREAMING_SNAKE_CASE (     lowerCamelCase			):
 snake_case_												=							"""bert-generation"""




 def __init__( self		:							Optional[int]   , __lowercase		:							List[str]=5_03_58   , __lowercase		:							Optional[Any]=10_24   , __lowercase		:							Optional[Any]=24   , __lowercase		:							List[str]=16   , __lowercase		:							List[Any]=40_96   , __lowercase		:							int="gelu"   , __lowercase		:							List[Any]=0.1   , __lowercase		:							int=0.1   , __lowercase		:							List[Any]=5_12   , __lowercase		:							Union[str, Any]=0.02   , __lowercase		:							Union[str, Any]=1e-12   , __lowercase		:							Union[str, Any]=0   , __lowercase		:							List[Any]=2   , __lowercase		:							List[Any]=1   , __lowercase		:							str="absolute"   , __lowercase		:							Tuple=True   , **__lowercase		:							str   , )		->  str:
       super().__init__(pad_token_id=__lowercase   , bos_token_id=__lowercase   , eos_token_id=__lowercase   , **__lowercase )

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







'''simple docstring'''
from __future__ import annotations





def 	_a(					UpperCamelCase__			:  List[str],		UpperCamelCase__			:  Union[str, Any],		UpperCamelCase__			:  int,		UpperCamelCase__			:  List[str]							):  # noqa: E741




      '''simple docstring'''






      while r - l > 1:
            SCREAMING_SNAKE_CASE__       :			List[str]													=(l + r) // 2
            if v[m] >= key:
                  SCREAMING_SNAKE_CASE__       :			Dict													=m
            else:
                  SCREAMING_SNAKE_CASE__       :			Any													=m  # noqa: E741
      return r





def 	_a(					UpperCamelCase__			:  list[int]							):




      '''simple docstring'''






      if len(UpperCamelCase__							) == 0:
            return 0

      SCREAMING_SNAKE_CASE__       :			List[Any]													=[0] * len(UpperCamelCase__							)
      SCREAMING_SNAKE_CASE__       :			Dict													=1

      SCREAMING_SNAKE_CASE__       :			Union[str, Any]													=v[0]

      for i in range(1,		len(UpperCamelCase__							)							):
            if v[i] < tail[0]:
                  SCREAMING_SNAKE_CASE__       :			List[Any]													=v[i]
            elif v[i] > tail[length - 1]:
                  SCREAMING_SNAKE_CASE__       :			int													=v[i]
                  length += 1
            else:
                  SCREAMING_SNAKE_CASE__       :			Union[str, Any]													=v[i]

      return length


if __name__ == "__main__":
  import doctest

  doctest.testmod()