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


_lowerCamelCase       :				Union[str, Any]       =			logging.get_logger(__name__)

_lowerCamelCase       :				Dict       =			{
    """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    SCREAMING_SNAKE_CASE__     (	UpperCAmelCase__					):





	'''simple docstring'''



	_UpperCAmelCase       :		Optional[Any]       =					"visual_bert"



	def __init__(  self	:    List[Any]			,  lowercase	:    str=30_522			,  lowercase	:    Optional[Any]=768			,  lowercase	:    str=512			,  lowercase	:    Tuple=12			,  lowercase	:    str=12			,  lowercase	:    int=3_072			,  lowercase	:    Dict="gelu"			,  lowercase	:    int=0.1			,  lowercase	:    Any=0.1			,  lowercase	:    List[str]=512			,  lowercase	:    Any=2			,  lowercase	:    Optional[int]=0.02			,  lowercase	:    List[str]=1E-12			,  lowercase	:    Optional[Any]=False			,  lowercase	:    str=True			,  lowercase	:    Dict=1			,  lowercase	:    str=0			,  lowercase	:    Optional[Any]=2			,  **lowercase	:    Union[str, Any]			,  ):


				'''simple docstring'''


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

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







"""simple docstring"""






def 					_A			(__a = 50							) ->       int:
    """simple docstring"""






    SCREAMING_SNAKE_CASE_      :  Tuple    						=		[[0] * 3 for _ in range(length + 1							)]

    for row_length in range(length + 1							):
        for tile_length in range(2    ,				5							):
            for tile_start in range(row_length - tile_length + 1							):
                different_colour_ways_number[row_length][tile_length - 2] += (
                    different_colour_ways_number[row_length - tile_start - tile_length][
                        tile_length - 2
                    ]
                    + 1
                )

    return sum(different_colour_ways_number[length]							)


if __name__ == "__main__":
  print(f'''{solution() = }''')


