





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


UpperCamelCase__     =	logging.get_logger(__name__)

UpperCamelCase__     =	{
    "studio-ousia/luke-base": "https://huggingface.co/studio-ousia/luke-base/resolve/main/config.json",
    "studio-ousia/luke-large": "https://huggingface.co/studio-ousia/luke-large/resolve/main/config.json",
}

class     __SCREAMING_SNAKE_CASE   (       lowerCamelCase__    ):
							snake_case       : Optional[Any]         =    'luke'






							def __init__(  self					,	__lowerCAmelCase=50267					,	__lowerCAmelCase=500000					,	__lowerCAmelCase=768					,	__lowerCAmelCase=256					,	__lowerCAmelCase=12					,	__lowerCAmelCase=12					,	__lowerCAmelCase=3072					,	__lowerCAmelCase="gelu"					,	__lowerCAmelCase=0.1					,	__lowerCAmelCase=0.1					,	__lowerCAmelCase=512					,	__lowerCAmelCase=2					,	__lowerCAmelCase=0.02					,	__lowerCAmelCase=1E-12					,	__lowerCAmelCase=True					,	__lowerCAmelCase=None					,	__lowerCAmelCase=1					,	__lowerCAmelCase=0					,	__lowerCAmelCase=2					,	**__lowerCAmelCase					,	):
											super().__init__(pad_token_id=lowercase__					,	bos_token_id=lowercase__					,	eos_token_id=lowercase__					,	**lowercase__					)

											UpperCamelCase__			       =     vocab_size
											UpperCamelCase__			       =     entity_vocab_size
											UpperCamelCase__			       =     hidden_size
											UpperCamelCase__			       =     entity_emb_size
											UpperCamelCase__			       =     num_hidden_layers
											UpperCamelCase__			       =     num_attention_heads
											UpperCamelCase__			       =     hidden_act
											UpperCamelCase__			       =     intermediate_size
											UpperCamelCase__			       =     hidden_dropout_prob
											UpperCamelCase__			       =     attention_probs_dropout_prob
											UpperCamelCase__			       =     max_position_embeddings
											UpperCamelCase__			       =     type_vocab_size
											UpperCamelCase__			       =     initializer_range
											UpperCamelCase__			       =     layer_norm_eps
											UpperCamelCase__			       =     use_entity_aware_attention
											UpperCamelCase__			       =     classifier_dropout











def       _UpperCamelCase       (a__				:dict    ):






							"""simple docstring"""





							UpperCamelCase__			       =     set()
							# To detect a back edge, keep track of vertices currently in the recursion stack
							UpperCamelCase__			       =     set()
							return any(
							    node not in visited and depth_first_search(a__				,     a__				,     a__				,     a__    )
							    for node in graph    )





def       _UpperCamelCase       (a__				:dict				,     a__				:int				,     a__				:set				,     a__				:set    ):






							"""simple docstring"""





							visited.add(a__    )
							rec_stk.add(a__    )

							for node in graph[vertex]:
														if node not in visited:
																					if depth_first_search(a__				,     a__				,     a__				,     a__    ):
																												return True
														elif node in rec_stk:
																					return True

    # The node needs to be removed from recursion stack before function ends
							rec_stk.remove(a__    )
							return False


if __name__ == "__main__":
					from doctest import testmod

					testmod()




