


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


UpperCAmelCase_   :				Tuple						      = logging.get_logger(__name__)

UpperCAmelCase_   :				Optional[Any]						      = {
    'unc-nlp/lxmert-base-uncased': 'https://huggingface.co/unc-nlp/lxmert-base-uncased/resolve/main/config.json',
}
class 				SCREAMING_SNAKE_CASE__						(       lowercase__    ):
      snake_case__       :  int       =		'''lxmert'''
      snake_case__       :  int       =		{}
      def __init__( self       : List[Any]  ,							SCREAMING_SNAKE_CASE__       : Tuple=3_0_5_2_2  ,							SCREAMING_SNAKE_CASE__       : List[Any]=7_6_8  ,							SCREAMING_SNAKE_CASE__       : str=1_2  ,							SCREAMING_SNAKE_CASE__       : List[Any]=9_5_0_0  ,							SCREAMING_SNAKE_CASE__       : Optional[int]=1_6_0_0  ,							SCREAMING_SNAKE_CASE__       : Dict=4_0_0  ,							SCREAMING_SNAKE_CASE__       : int=3_0_7_2  ,							SCREAMING_SNAKE_CASE__       : Dict="gelu"  ,							SCREAMING_SNAKE_CASE__       : Union[str, Any]=0.1  ,							SCREAMING_SNAKE_CASE__       : List[str]=0.1  ,							SCREAMING_SNAKE_CASE__       : Optional[int]=5_1_2  ,							SCREAMING_SNAKE_CASE__       : Tuple=2  ,							SCREAMING_SNAKE_CASE__       : Union[str, Any]=0.02  ,							SCREAMING_SNAKE_CASE__       : Optional[int]=1E-12  ,							SCREAMING_SNAKE_CASE__       : Any=9  ,							SCREAMING_SNAKE_CASE__       : str=5  ,							SCREAMING_SNAKE_CASE__       : str=5  ,							SCREAMING_SNAKE_CASE__       : List[Any]=2_0_4_8  ,							SCREAMING_SNAKE_CASE__       : str=4  ,							SCREAMING_SNAKE_CASE__       : Any=6.67  ,							SCREAMING_SNAKE_CASE__       : Union[str, Any]=True  ,							SCREAMING_SNAKE_CASE__       : Any=True  ,							SCREAMING_SNAKE_CASE__       : Optional[Any]=True  ,							SCREAMING_SNAKE_CASE__       : int=True  ,							SCREAMING_SNAKE_CASE__       : Any=True  ,							SCREAMING_SNAKE_CASE__       : Any=True  ,							SCREAMING_SNAKE_CASE__       : Optional[int]=True  ,							**SCREAMING_SNAKE_CASE__       : Optional[Any]  ,							)	->    Optional[Any]:
             a_      :	Union[str, Any]							=						vocab_size
             a_      :	str							=						hidden_size
             a_      :	Tuple							=						num_attention_heads
             a_      :	Optional[Any]							=						hidden_act
             a_      :	Optional[int]							=						intermediate_size
             a_      :	str							=						hidden_dropout_prob
             a_      :	Dict							=						attention_probs_dropout_prob
             a_      :	Any							=						max_position_embeddings
             a_      :	List[str]							=						type_vocab_size
             a_      :	Any							=						initializer_range
             a_      :	str							=						layer_norm_eps
             a_      :	Optional[int]							=						num_qa_labels
             a_      :	int							=						num_object_labels
             a_      :	Tuple							=						num_attr_labels
             a_      :	List[Any]							=						l_layers
             a_      :	List[str]							=						x_layers
             a_      :	Optional[int]							=						r_layers
             a_      :	int							=						visual_feat_dim
             a_      :	Any							=						visual_pos_dim
             a_      :	Any							=						visual_loss_normalizer
             a_      :	Any							=						task_matched
             a_      :	List[Any]							=						task_mask_lm
             a_      :	Optional[int]							=						task_obj_predict
             a_      :	Union[str, Any]							=						task_qa
             a_      :	List[Any]							=						visual_obj_loss
             a_      :	Optional[Any]							=						visual_attr_loss
             a_      :	Union[str, Any]							=						visual_feat_loss
             a_      :	str							=						{'vision': r_layers, 'cross_encoder': x_layers, 'language': l_layers}
             super().__init__(**SCREAMING_SNAKE_CASE__  )






import random
class 				SCREAMING_SNAKE_CASE__						:
      @staticmethod
      def  SCREAMING_SNAKE_CASE							( SCREAMING_SNAKE_CASE__       : str  )	->    tuple[list[int], list[int]]:
             a_      :	int							=						[ord(SCREAMING_SNAKE_CASE__  ) for i in text]
             a_      :	Any							=						[]
             a_      :	Optional[int]							=						[]
             for i in plain:
                    a_      :	Tuple							=						random.randint(1  ,							3_0_0  )
                    a_      :	Optional[int]							=						(i + k) * k
                    cipher.append(SCREAMING_SNAKE_CASE__  )
                    key.append(SCREAMING_SNAKE_CASE__  )
             return cipher, key

      @staticmethod
      def  SCREAMING_SNAKE_CASE							( SCREAMING_SNAKE_CASE__       : list[int]  ,							SCREAMING_SNAKE_CASE__       : list[int]  )	->    str:
             a_      :	List[Any]							=						[]
             for i in range(len(SCREAMING_SNAKE_CASE__  )  ):
                    a_      :	str							=						int((cipher[i] - (key[i]) ** 2) / key[i]  )
                    plain.append(chr(SCREAMING_SNAKE_CASE__  )  )
             return "".join(SCREAMING_SNAKE_CASE__  )


if __name__ == "__main__":
   UpperCAmelCase_      ,     UpperCAmelCase_   :				Any						      = Onepad().encrypt('Hello')
   print(c, k)
   print(Onepad().decrypt(c, k))


