



"""simple docstring"""
from ...configuration_utils import PretrainedConfig
from ...utils import logging


__a      =				logging.get_logger(__name__)

__a      =				{
    "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 				lowerCamelCase  (			_lowerCAmelCase				):






					'''simple docstring'''





					_A		:			int						=     """visual_bert"""






					def __init__(       self:							List[Any]						,     snake_case:							Union[str, Any]=30_522						,     snake_case:							Dict=768						,     snake_case:							Any=512						,     snake_case:							Any=12						,     snake_case:							Any=12						,     snake_case:							List[Any]=3_072						,     snake_case:							int="gelu"						,     snake_case:							int=0.1						,     snake_case:							str=0.1						,     snake_case:							str=512						,     snake_case:							Dict=2						,     snake_case:							int=0.0_2						,     snake_case:							Optional[int]=1E-12						,     snake_case:							str=False						,     snake_case:							List[Any]=True						,     snake_case:							Union[str, Any]=1						,     snake_case:							Optional[Any]=0						,     snake_case:							Tuple=2						,     **snake_case:							Union[str, Any]						,     )   ->	Union[str, Any]:
											super().__init__(pad_token_id=snake_case						,     bos_token_id=snake_case						,     eos_token_id=snake_case						,     **snake_case						)

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




import unittest

from knapsack import knapsack as k





class   __a			(    unittest.TestCase      ):
 def 		SCREAMING_SNAKE_CASE__   (   self )					->				Tuple:




        '''simple docstring'''
        lowercase__:   List[Any]  			=   0
        lowercase__:   List[Any]  			=   [0]
        lowercase__:   str  			=   [0]
        lowercase__:   Tuple  			=   len(lowerCAmelCase__ )
        self.assertEqual(k.knapsack(lowerCAmelCase__				, lowerCAmelCase__				, lowerCAmelCase__				, lowerCAmelCase__ )				, 0 )

        lowercase__:   Optional[Any]  			=   [60]
        lowercase__:   Dict  			=   [10]
        lowercase__:   str  			=   len(lowerCAmelCase__ )
        self.assertEqual(k.knapsack(lowerCAmelCase__				, lowerCAmelCase__				, lowerCAmelCase__				, lowerCAmelCase__ )				, 0 )
 def 		SCREAMING_SNAKE_CASE__   (   self )					->				Union[str, Any]:




        '''simple docstring'''
        lowercase__:   Union[str, Any]  			=   3
        lowercase__:   List[str]  			=   [1, 2, 3]
        lowercase__:   Union[str, Any]  			=   [3, 2, 1]
        lowercase__:   Union[str, Any]  			=   len(lowerCAmelCase__ )
        self.assertEqual(k.knapsack(lowerCAmelCase__				, lowerCAmelCase__				, lowerCAmelCase__				, lowerCAmelCase__ )				, 5 )
 def 		SCREAMING_SNAKE_CASE__   (   self )					->				List[Any]:




        '''simple docstring'''
        lowercase__:   Optional[Any]  			=   50
        lowercase__:   str  			=   [60, 100, 120]
        lowercase__:   Any  			=   [10, 20, 30]
        lowercase__:   List[Any]  			=   len(lowerCAmelCase__ )
        self.assertEqual(k.knapsack(lowerCAmelCase__				, lowerCAmelCase__				, lowerCAmelCase__				, lowerCAmelCase__ )				, 220 )


if __name__ == "__main__":
 unittest.main()


