





'''simple docstring'''






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


A__				:   int      =logging.get_logger(__name__)

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




class  UpperCAmelCase     (			snake_case_   ):
      _lowercase:			Optional[int]						     =   '''retribert'''




      def __init__(			self			: int			,			__snake_case			: List[str]=3_05_22			,			__snake_case			: int=7_68			,			__snake_case			: Dict=8			,			__snake_case			: int=12			,			__snake_case			: Optional[int]=30_72			,			__snake_case			: Optional[int]="gelu"			,			__snake_case			: Any=0.1			,			__snake_case			: str=0.1			,			__snake_case			: int=5_12			,			__snake_case			: Tuple=2			,			__snake_case			: Union[str, Any]=0.02			,			__snake_case			: Optional[Any]=1E-1_2			,			__snake_case			: Dict=True			,			__snake_case			: int=1_28			,			__snake_case			: List[Any]=0			,			**__snake_case			: Tuple			,			)				->      Any:
            super().__init__(pad_token_id=__snake_case			,			**__snake_case  )

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












def      A      (      _SCREAMING_SNAKE_CASE ,_SCREAMING_SNAKE_CASE    )	-> Any:
       # "extended trapezoidal rule"
       # int(f) = dx/2 * (f1 + 2f2 + ... + fn)
       lowerCamelCase   :      str			 =					(boundary[1] - boundary[0]) / steps
       lowerCamelCase   :      List[str]			 =					boundary[0]
       lowerCamelCase   :      Union[str, Any]			 =					boundary[1]
       lowerCamelCase   :      int			 =					make_points(_SCREAMING_SNAKE_CASE ,_SCREAMING_SNAKE_CASE ,_SCREAMING_SNAKE_CASE    )
       lowerCamelCase   :      List[str]			 =					0.0
       y += (h / 2.0) * f(_SCREAMING_SNAKE_CASE    )
       for i in x_i:
              # print(i)
              y += h * f(_SCREAMING_SNAKE_CASE    )
       y += (h / 2.0) * f(_SCREAMING_SNAKE_CASE    )
       return y

def      A      (      _SCREAMING_SNAKE_CASE ,_SCREAMING_SNAKE_CASE ,_SCREAMING_SNAKE_CASE    )	-> int:
       lowerCamelCase   :      int			 =					a + h
       while x < (b - h):
              yield x
              lowerCamelCase   :      List[str]			 =					x + h

def      A      (      _SCREAMING_SNAKE_CASE    )	-> Optional[Any]:  # enter your function here
       lowerCamelCase   :      str			 =					(x - 0) * (x - 0)
       return y

def      A      (      )	-> int:
       lowerCamelCase   :      int			 =					0.0  # Lower bound of integration
       lowerCamelCase   :      int			 =					1.0  # Upper bound of integration
       lowerCamelCase   :      Dict			 =					10.0  # define number of steps or resolution
       lowerCamelCase   :      int			 =					[a, b]  # define boundary of integration
       lowerCamelCase   :      str			 =					method_a(_SCREAMING_SNAKE_CASE ,_SCREAMING_SNAKE_CASE    )
       print(f'''y = {y}'''    )


if __name__ == "__main__":
       main()






