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


SCREAMING_SNAKE_CASE__		:					Any						=					logging.get_logger(__name__)

SCREAMING_SNAKE_CASE__		:					str						=					{
    "uclanlp/visualbert-vqa": "https://huggingface.co/uclanlp/visualbert-vqa/resolve/main/config.json",
    "uclanlp/visualbert-vqa-pre": "https://huggingface.co/uclanlp/visualbert-vqa-pre/resolve/main/config.json",
    "uclanlp/visualbert-vqa-coco-pre": (
        "https://huggingface.co/uclanlp/visualbert-vqa-coco-pre/resolve/main/config.json"
    ),
    "uclanlp/visualbert-vcr": "https://huggingface.co/uclanlp/visualbert-vcr/resolve/main/config.json",
    "uclanlp/visualbert-vcr-pre": "https://huggingface.co/uclanlp/visualbert-vcr-pre/resolve/main/config.json",
    "uclanlp/visualbert-vcr-coco-pre": (
        "https://huggingface.co/uclanlp/visualbert-vcr-coco-pre/resolve/main/config.json"
    ),
    "uclanlp/visualbert-nlvr2": "https://huggingface.co/uclanlp/visualbert-nlvr2/resolve/main/config.json",
    "uclanlp/visualbert-nlvr2-pre": "https://huggingface.co/uclanlp/visualbert-nlvr2-pre/resolve/main/config.json",
    "uclanlp/visualbert-nlvr2-coco-pre": (
        "https://huggingface.co/uclanlp/visualbert-nlvr2-coco-pre/resolve/main/config.json"
    )
    # See all VisualBERT models at https://huggingface.co/models?filter=visual_bert
}

class       snake_case					(      UpperCamelCase_						):
  lowercase_			=     'visual_bert'




  def __init__(      self     :	Tuple     , a_     :	Optional[Any]=3_0522     , a_     :	Any=768     , a_     :	Tuple=512     , a_     :	Any=12     , a_     :	str=12     , a_     :	Optional[int]=3072     , a_     :	List[Any]="gelu"     , a_     :	Any=0.1     , a_     :	int=0.1     , a_     :	Any=512     , a_     :	Union[str, Any]=2     , a_     :	Union[str, Any]=0.02     , a_     :	int=1e-1_2     , a_     :	Optional[int]=False     , a_     :	Tuple=True     , a_     :	Optional[Any]=1     , a_     :	List[str]=0     , a_     :	Optional[int]=2     , **a_     :	List[Any]     , )->       Union[str, Any]:




       """simple docstring"""
       super().__init__(pad_token_id=a_     , bos_token_id=a_     , eos_token_id=a_     , **a_				)

       SCREAMING_SNAKE_CASE__				:				Union[str, Any]			=		vocab_size
       SCREAMING_SNAKE_CASE__				:				Dict			=		max_position_embeddings
       SCREAMING_SNAKE_CASE__				:				int			=		hidden_size
       SCREAMING_SNAKE_CASE__				:				List[str]			=		visual_embedding_dim
       SCREAMING_SNAKE_CASE__				:				Optional[Any]			=		num_hidden_layers
       SCREAMING_SNAKE_CASE__				:				List[Any]			=		num_attention_heads
       SCREAMING_SNAKE_CASE__				:				Union[str, Any]			=		intermediate_size
       SCREAMING_SNAKE_CASE__				:				List[str]			=		hidden_act
       SCREAMING_SNAKE_CASE__				:				Optional[int]			=		hidden_dropout_prob
       SCREAMING_SNAKE_CASE__				:				Dict			=		attention_probs_dropout_prob
       SCREAMING_SNAKE_CASE__				:				str			=		initializer_range
       SCREAMING_SNAKE_CASE__				:				Optional[Any]			=		type_vocab_size
       SCREAMING_SNAKE_CASE__				:				List[str]			=		layer_norm_eps
       SCREAMING_SNAKE_CASE__				:				Dict			=		bypass_transformer
       SCREAMING_SNAKE_CASE__				:				List[str]			=		special_visual_initialize




from __future__ import annotations







def     _a				(      lowercase__  :			list[int | float]     ,  lowercase__  :			int     ,  lowercase__  :			int ):







     '''simple docstring'''


     if len(lowercase__ ) == 0:
          raise ValueError('find_max() arg is an empty sequence' )
     if (
         left >= len(lowercase__ )
         or left < -len(lowercase__ )
         or right >= len(lowercase__ )
         or right < -len(lowercase__ )
     ):
          raise IndexError('list index out of range' )
     if left == right:
          return nums[left]
     SCREAMING_SNAKE_CASE__				:				Union[str, Any]			=		(left + right) >> 1  # the middle
     SCREAMING_SNAKE_CASE__				:				int			=		find_max(lowercase__     ,  lowercase__     ,  lowercase__ )  # find max in range[left, mid]
     SCREAMING_SNAKE_CASE__				:				Tuple			=		find_max(lowercase__     ,  mid + 1     ,  lowercase__ )  # 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)



