

'''simple docstring'''



from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


UpperCAmelCase :       Any			   =     logging.get_logger(__name__)

UpperCAmelCase :       int			   =     {
    'kssteven/ibert-roberta-base': 'https://huggingface.co/kssteven/ibert-roberta-base/resolve/main/config.json',
    'kssteven/ibert-roberta-large': 'https://huggingface.co/kssteven/ibert-roberta-large/resolve/main/config.json',
    'kssteven/ibert-roberta-large-mnli': (
        'https://huggingface.co/kssteven/ibert-roberta-large-mnli/resolve/main/config.json'
    ),
}







class 						lowerCAmelCase__   (      a					):



 """simple docstring"""



 lowerCAmelCase__  					=      "ibert"
 def __init__(		self					:       Any					,							__SCREAMING_SNAKE_CASE					:       Optional[int]=30_522					,							__SCREAMING_SNAKE_CASE					:       Optional[Any]=768					,							__SCREAMING_SNAKE_CASE					:       List[Any]=12					,							__SCREAMING_SNAKE_CASE					:       Dict=12					,							__SCREAMING_SNAKE_CASE					:       Union[str, Any]=3_072					,							__SCREAMING_SNAKE_CASE					:       Union[str, Any]="gelu"					,							__SCREAMING_SNAKE_CASE					:       List[str]=0.1					,							__SCREAMING_SNAKE_CASE					:       List[str]=0.1					,							__SCREAMING_SNAKE_CASE					:       int=512					,							__SCREAMING_SNAKE_CASE					:       int=2					,							__SCREAMING_SNAKE_CASE					:       Dict=0.02					,							__SCREAMING_SNAKE_CASE					:       Tuple=1E-12					,							__SCREAMING_SNAKE_CASE					:       Dict=1					,							__SCREAMING_SNAKE_CASE					:       Optional[Any]=0					,							__SCREAMING_SNAKE_CASE					:       Optional[int]=2					,							__SCREAMING_SNAKE_CASE					:       Optional[Any]="absolute"					,							__SCREAMING_SNAKE_CASE					:       Dict=False					,							__SCREAMING_SNAKE_CASE					:       List[str]="none"					,							**__SCREAMING_SNAKE_CASE					:       List[Any]					,							)  -> Optional[Any]:


      """simple docstring"""




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

      __SCREAMING_SNAKE_CASE     =      vocab_size
      __SCREAMING_SNAKE_CASE     =      hidden_size
      __SCREAMING_SNAKE_CASE     =      num_hidden_layers
      __SCREAMING_SNAKE_CASE     =      num_attention_heads
      __SCREAMING_SNAKE_CASE     =      hidden_act
      __SCREAMING_SNAKE_CASE     =      intermediate_size
      __SCREAMING_SNAKE_CASE     =      hidden_dropout_prob
      __SCREAMING_SNAKE_CASE     =      attention_probs_dropout_prob
      __SCREAMING_SNAKE_CASE     =      max_position_embeddings
      __SCREAMING_SNAKE_CASE     =      type_vocab_size
      __SCREAMING_SNAKE_CASE     =      initializer_range
      __SCREAMING_SNAKE_CASE     =      layer_norm_eps
      __SCREAMING_SNAKE_CASE     =      position_embedding_type
      __SCREAMING_SNAKE_CASE     =      quant_mode
      __SCREAMING_SNAKE_CASE     =      force_dequant







class 						lowerCAmelCase__   (      a					):



 """simple docstring"""



 @property
 def       UpperCAmelCase__		(		self					:       Tuple			)  -> Mapping[str, Mapping[int, str]]:


      """simple docstring"""




      if self.task == "multiple-choice":
           __SCREAMING_SNAKE_CASE     =      {0: """batch""", 1: """choice""", 2: """sequence"""}
      else:
           __SCREAMING_SNAKE_CASE     =      {0: """batch""", 1: """sequence"""}
      return OrderedDict(
          [
              ("""input_ids""", dynamic_axis),
              ("""attention_mask""", dynamic_axis),
          ]			)









'''simple docstring'''



from __future__ import annotations







def    a__       (  a__      ,    a__      ,    a__						):




     """simple docstring"""


     if len(a__						) == 0:
          raise ValueError("""find_max() arg is an empty sequence"""						)
     if (
         left >= len(a__						)
         or left < -len(a__						)
         or right >= len(a__						)
         or right < -len(a__						)
     ):
          raise IndexError("""list index out of range"""						)
     if left == right:
          return nums[left]
     __SCREAMING_SNAKE_CASE     =      (left + right) >> 1  # the middle
     __SCREAMING_SNAKE_CASE     =      find_max(a__      ,    a__      ,    a__						)  # find max in range[left, mid]
     __SCREAMING_SNAKE_CASE     =      find_max(a__      ,    mid + 1      ,    a__						)  # find max in range[mid + 1, right]

     return left_max if left_max >= right_max else right_max


if __name__ == "__main__":
  import doctest

  doctest.testmod(verbose=True)






