

"""simple docstring"""

from __future__ import annotations

import bisect



def       SCREAMING_SNAKE_CASE							( lowercase__					,					lowercase__					,					lowercase__ = 0					,					lowercase__ = -1   )			->						int:
 if hi < 0:
  lowerCAmelCase__   :				Optional[int] 			=				len(lowercase__   )

 while lo < hi:
  lowerCAmelCase__   :				Union[str, Any] 			=				lo + (hi - lo) // 2
  if sorted_collection[mid] < item:
   lowerCAmelCase__   :				Union[str, Any] 			=				mid + 1
  else:
   lowerCAmelCase__   :				Union[str, Any] 			=				mid

 return lo



def       SCREAMING_SNAKE_CASE							( lowercase__					,					lowercase__					,					lowercase__ = 0					,					lowercase__ = -1   )			->						int:
 if hi < 0:
  lowerCAmelCase__   :				Optional[Any] 			=				len(lowercase__   )

 while lo < hi:
  lowerCAmelCase__   :				int 			=				lo + (hi - lo) // 2
  if sorted_collection[mid] <= item:
   lowerCAmelCase__   :				Optional[int] 			=				mid + 1
  else:
   lowerCAmelCase__   :				Any 			=				mid

 return lo



def       SCREAMING_SNAKE_CASE							( lowercase__					,					lowercase__					,					lowercase__ = 0					,					lowercase__ = -1   )			->						None:
 sorted_collection.insert(bisect_left(lowercase__					,					lowercase__					,					lowercase__					,					lowercase__   )					,					lowercase__   )



def       SCREAMING_SNAKE_CASE							( lowercase__					,					lowercase__					,					lowercase__ = 0					,					lowercase__ = -1   )			->						None:
 sorted_collection.insert(bisect_right(lowercase__					,					lowercase__					,					lowercase__					,					lowercase__   )					,					lowercase__   )



def       SCREAMING_SNAKE_CASE							( lowercase__					,					lowercase__   )			->						int | None:
 lowerCAmelCase__   :				Tuple 			=				0
 lowerCAmelCase__   :				Optional[Any] 			=				len(lowercase__   ) - 1

 while left <= right:
  lowerCAmelCase__   :				Union[str, Any] 			=				left + (right - left) // 2
  lowerCAmelCase__   :				Optional[int] 			=				sorted_collection[midpoint]
  if current_item == item:
   return midpoint
  elif item < current_item:
   lowerCAmelCase__   :				str 			=				midpoint - 1
  else:
   lowerCAmelCase__   :				List[str] 			=				midpoint + 1
 return None



def       SCREAMING_SNAKE_CASE							( lowercase__					,					lowercase__   )			->						int | None:
 lowerCAmelCase__   :				Dict 			=				bisect.bisect_left(lowercase__					,					lowercase__   )
 if index != len(lowercase__   ) and sorted_collection[index] == item:
  return index
 return None



def       SCREAMING_SNAKE_CASE							( lowercase__					,					lowercase__					,					lowercase__					,					lowercase__   )			->						int | None:
 if right < left:
  return None

 lowerCAmelCase__   :				Optional[int] 			=				left + (right - left) // 2

 if sorted_collection[midpoint] == item:
  return midpoint
 elif sorted_collection[midpoint] > item:
  return binary_search_by_recursion(lowercase__					,					lowercase__					,					lowercase__					,					midpoint - 1   )
 else:
  return binary_search_by_recursion(lowercase__					,					lowercase__					,					midpoint + 1					,					lowercase__   )


if __name__ == "__main__":
    _UpperCamelCase		     =    input("""Enter numbers separated by comma:\n""").strip()
    _UpperCamelCase		     =    sorted(int(item) for item in user_input.split(""","""))
    _UpperCamelCase		     =    int(input("""Enter a single number to be found in the list:\n"""))
    _UpperCamelCase		     =    binary_search(collection, target)
    if result is None:
        print(f"{target} was not found in {collection}.")
    else:
        print(f"{target} was found at position {result} in {collection}.")









"""simple docstring"""

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


_UpperCamelCase		     =    logging.get_logger(__name__)

_UpperCamelCase		     =    {
    """facebook/dpr-ctx_encoder-single-nq-base""": (
        """https://huggingface.co/facebook/dpr-ctx_encoder-single-nq-base/resolve/main/config.json"""
    ),
    """facebook/dpr-question_encoder-single-nq-base""": (
        """https://huggingface.co/facebook/dpr-question_encoder-single-nq-base/resolve/main/config.json"""
    ),
    """facebook/dpr-reader-single-nq-base""": (
        """https://huggingface.co/facebook/dpr-reader-single-nq-base/resolve/main/config.json"""
    ),
    """facebook/dpr-ctx_encoder-multiset-base""": (
        """https://huggingface.co/facebook/dpr-ctx_encoder-multiset-base/resolve/main/config.json"""
    ),
    """facebook/dpr-question_encoder-multiset-base""": (
        """https://huggingface.co/facebook/dpr-question_encoder-multiset-base/resolve/main/config.json"""
    ),
    """facebook/dpr-reader-multiset-base""": (
        """https://huggingface.co/facebook/dpr-reader-multiset-base/resolve/main/config.json"""
    ),
}






class 			__a					(						__magic_name__       ):





       """simple docstring"""


       __UpperCamelCase					:      str    =						'dpr'






       def __init__(   self			,					snake_case=30_522			,					snake_case=768			,					snake_case=12			,					snake_case=12			,					snake_case=3_072			,					snake_case="gelu"			,					snake_case=0.1			,					snake_case=0.1			,					snake_case=512			,					snake_case=2			,					snake_case=0.02			,					snake_case=1e-12			,					snake_case=0			,					snake_case="absolute"			,					snake_case = 0			,					**snake_case			,					):





        """simple docstring"""

        super().__init__(pad_token_id=snake_case			,					**snake_case   )

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






