"""simple docstring"""


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


UpperCAmelCase__  		=						logging.get_logger(__name__)

UpperCAmelCase__  		=						{
    """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        a				(		lowerCAmelCase_   ):
    _snake_case     :  str     							=							'visual_bert'


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

      _UpperCAmelCase						 =      vocab_size
      _UpperCAmelCase						 =      max_position_embeddings
      _UpperCAmelCase						 =      hidden_size
      _UpperCAmelCase						 =      visual_embedding_dim
      _UpperCAmelCase						 =      num_hidden_layers
      _UpperCAmelCase						 =      num_attention_heads
      _UpperCAmelCase						 =      intermediate_size
      _UpperCAmelCase						 =      hidden_act
      _UpperCAmelCase						 =      hidden_dropout_prob
      _UpperCAmelCase						 =      attention_probs_dropout_prob
      _UpperCAmelCase						 =      initializer_range
      _UpperCAmelCase						 =      type_vocab_size
      _UpperCAmelCase						 =      layer_norm_eps
      _UpperCAmelCase						 =      bypass_transformer
      _UpperCAmelCase						 =      special_visual_initialize

"""simple docstring"""


from __future__ import annotations






def     __UpperCAmelCase					(			lowercase		):







  """simple docstring"""
  return [ord(lowercase		) - 96 for elem in plain]






def     __UpperCAmelCase					(			lowercase		):







  """simple docstring"""
  return "".join(chr(elem + 96		) for elem in encoded		)






def     __UpperCAmelCase					(			):







  """simple docstring"""
  _UpperCAmelCase						 =      encode(input("""-> """		).strip().lower()		)
  print("""Encoded: """   ,lowercase		)
  print("""Decoded:"""   ,decode(lowercase		)		)


if __name__ == "__main__":
    main()
