


"""simple docstring"""


from __future__ import annotations

# This is the precision for this function which can be altered.
# It is recommended for users to keep this number greater than or equal to 10.
__lowerCamelCase      :str	    =		10




def   snake_case		(     UpperCamelCase__       :						int			,				UpperCamelCase__       :						int			,				UpperCamelCase__       :						list[int]			,				UpperCamelCase__       :						int    )   ->      int:
      for i in range(UpperCamelCase__			,				UpperCamelCase__    ):
            if array[i] == target:
                  return i
      return -1




def   snake_case		(     UpperCamelCase__       :						list[int]			,				UpperCamelCase__       :						int    )   ->      int:
      lowerCamelCase					:					Any        =	0
      lowerCamelCase					:					Tuple        =	len(UpperCamelCase__    )
      while left <= right:
            if right - left < precision:
                  return lin_search(UpperCamelCase__			,				UpperCamelCase__			,				UpperCamelCase__			,				UpperCamelCase__    )

            lowerCamelCase					:					Optional[Any]        =	(left + right) // 3 + 1
            lowerCamelCase					:					int        =	2 * (left + right) // 3 + 1

            if array[one_third] == target:
                  return one_third
            elif array[two_third] == target:
                  return two_third

            elif target < array[one_third]:
                  lowerCamelCase					:					Any        =	one_third - 1
            elif array[two_third] < target:
                  lowerCamelCase					:					Optional[Any]        =	two_third + 1

            else:
                  lowerCamelCase					:					Tuple        =	one_third + 1
                  lowerCamelCase					:					List[str]        =	two_third - 1
      else:
            return -1




def   snake_case		(     UpperCamelCase__       :						int			,				UpperCamelCase__       :						int			,				UpperCamelCase__       :						list[int]			,				UpperCamelCase__       :						int    )   ->      int:
      if left < right:
            if right - left < precision:
                  return lin_search(UpperCamelCase__			,				UpperCamelCase__			,				UpperCamelCase__			,				UpperCamelCase__    )
            lowerCamelCase					:					Union[str, Any]        =	(left + right) // 3 + 1
            lowerCamelCase					:					List[str]        =	2 * (left + right) // 3 + 1

            if array[one_third] == target:
                  return one_third
            elif array[two_third] == target:
                  return two_third

            elif target < array[one_third]:
                  return rec_ternary_search(UpperCamelCase__			,				one_third - 1			,				UpperCamelCase__			,				UpperCamelCase__    )
            elif array[two_third] < target:
                  return rec_ternary_search(two_third + 1			,				UpperCamelCase__			,				UpperCamelCase__			,				UpperCamelCase__    )
            else:
                  return rec_ternary_search(one_third + 1			,				two_third - 1			,				UpperCamelCase__			,				UpperCamelCase__    )
      else:
            return -1


if __name__ == "__main__":
    import doctest

    doctest.testmod()

    __lowerCamelCase      :int	    =		input('Enter numbers separated by comma:\n').strip()
    __lowerCamelCase      :Dict	    =		[int(item.strip()) for item in user_input.split(',')]
    assert collection == sorted(collection), f"List must be ordered.\n{collection}."
    __lowerCamelCase      :Any	    =		int(input('Enter the number to be found in the list:\n').strip())
    __lowerCamelCase      :Union[str, Any]	    =		ite_ternary_search(collection, target)
    __lowerCamelCase      :int	    =		rec_ternary_search(0, len(collection) - 1, collection, target)
    if resulta != -1:
        print(f"""Iterative search: {target} found at positions: {resulta}""")
        print(f"""Recursive search: {target} found at positions: {resulta}""")
    else:
        print('Not found')








"""simple docstring"""


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


__lowerCamelCase      :Optional[int]	    =		logging.get_logger(__name__)

__lowerCamelCase      :List[str]	    =		{
    'google/realm-cc-news-pretrained-embedder': (
        'https://huggingface.co/google/realm-cc-news-pretrained-embedder/resolve/main/config.json'
    ),
    'google/realm-cc-news-pretrained-encoder': (
        'https://huggingface.co/google/realm-cc-news-pretrained-encoder/resolve/main/config.json'
    ),
    'google/realm-cc-news-pretrained-scorer': (
        'https://huggingface.co/google/realm-cc-news-pretrained-scorer/resolve/main/config.json'
    ),
    'google/realm-cc-news-pretrained-openqa': (
        'https://huggingface.co/google/realm-cc-news-pretrained-openqa/aresolve/main/config.json'
    ),
    'google/realm-orqa-nq-openqa': 'https://huggingface.co/google/realm-orqa-nq-openqa/resolve/main/config.json',
    'google/realm-orqa-nq-reader': 'https://huggingface.co/google/realm-orqa-nq-reader/resolve/main/config.json',
    'google/realm-orqa-wq-openqa': 'https://huggingface.co/google/realm-orqa-wq-openqa/resolve/main/config.json',
    'google/realm-orqa-wq-reader': 'https://huggingface.co/google/realm-orqa-wq-reader/resolve/main/config.json',
    # See all REALM models at https://huggingface.co/models?filter=realm
}


class 			A__	(						__lowercase):


     """simple docstring"""
     snake_case__	:					Optional[Any]													='''realm'''

     def __init__(	self:						Union[str, Any]     ,		__a:						List[Any]=30_522     ,		__a:						List[Any]=768     ,		__a:						List[Any]=128     ,		__a:						Union[str, Any]=12     ,		__a:						Union[str, Any]=12     ,		__a:						Optional[Any]=8     ,		__a:						Dict=3_072     ,		__a:						List[Any]="gelu_new"     ,		__a:						List[Any]=0.1     ,		__a:						Tuple=0.1     ,		__a:						Optional[Any]=512     ,		__a:						Optional[int]=2     ,		__a:						str=0.02     ,		__a:						int=1e-1_2     ,		__a:						Optional[Any]=256     ,		__a:						Any=10     ,		__a:						Dict=1e-3     ,		__a:						Optional[Any]=5     ,		__a:						Dict=320     ,		__a:						Tuple=13_353_718     ,		__a:						List[Any]=5_000     ,		__a:						Dict=1     ,		__a:						int=0     ,		__a:						Dict=2     ,		**__a:						List[str]     ,		)->    Any:
           super().__init__(pad_token_id=__a     ,		bos_token_id=__a     ,		eos_token_id=__a     ,		**__a	)

           # Common config
           lowerCamelCase					:					Optional[Any]        =	vocab_size
           lowerCamelCase					:					str        =	max_position_embeddings
           lowerCamelCase					:					Dict        =	hidden_size
           lowerCamelCase					:					Dict        =	retriever_proj_size
           lowerCamelCase					:					Optional[Any]        =	num_hidden_layers
           lowerCamelCase					:					List[str]        =	num_attention_heads
           lowerCamelCase					:					Tuple        =	num_candidates
           lowerCamelCase					:					int        =	intermediate_size
           lowerCamelCase					:					Dict        =	hidden_act
           lowerCamelCase					:					List[str]        =	hidden_dropout_prob
           lowerCamelCase					:					Dict        =	attention_probs_dropout_prob
           lowerCamelCase					:					Optional[int]        =	initializer_range
           lowerCamelCase					:					Dict        =	type_vocab_size
           lowerCamelCase					:					Optional[Any]        =	layer_norm_eps

           # Reader config
           lowerCamelCase					:					List[str]        =	span_hidden_size
           lowerCamelCase					:					Dict        =	max_span_width
           lowerCamelCase					:					Optional[Any]        =	reader_layer_norm_eps
           lowerCamelCase					:					Optional[int]        =	reader_beam_size
           lowerCamelCase					:					List[Any]        =	reader_seq_len

           # Retrieval config
           lowerCamelCase					:					int        =	num_block_records
           lowerCamelCase					:					Dict        =	searcher_beam_size




