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


lowercase  :					Tuple													=       logging.get_logger(__name__)

lowercase  :					str													=       {
    'unc-nlp/lxmert-base-uncased': 'https://huggingface.co/unc-nlp/lxmert-base-uncased/resolve/main/config.json',
}




class  lowerCamelCase__							(				__lowercase):




	'''simple docstring'''




	_A								=     'lxmert'
	_A								=     {}







	def __init__(					self		:Optional[int]     ,   a		:Tuple=3_0_5_2_2     ,   a		:List[str]=7_6_8     ,   a		:Dict=1_2     ,   a		:Optional[int]=9_5_0_0     ,   a		:int=1_6_0_0     ,   a		:int=4_0_0     ,   a		:Any=3_0_7_2     ,   a		:Union[str, Any]="gelu"     ,   a		:str=0.1     ,   a		:str=0.1     ,   a		:Dict=5_1_2     ,   a		:Union[str, Any]=2     ,   a		:Optional[int]=0.02     ,   a		:List[Any]=1E-1_2     ,   a		:Tuple=9     ,   a		:Dict=5     ,   a		:Optional[Any]=5     ,   a		:Optional[Any]=2_0_4_8     ,   a		:str=4     ,   a		:List[str]=6.67     ,   a		:List[Any]=True     ,   a		:List[str]=True     ,   a		:int=True     ,   a		:Any=True     ,   a		:Optional[int]=True     ,   a		:Optional[Any]=True     ,   a		:Any=True     ,   **a		:int     ,   )		-> Any:
								__UpperCamelCase	:   Any			   =					vocab_size
								__UpperCamelCase	:   List[str]			   =					hidden_size
								__UpperCamelCase	:   Optional[int]			   =					num_attention_heads
								__UpperCamelCase	:   List[Any]			   =					hidden_act
								__UpperCamelCase	:   str			   =					intermediate_size
								__UpperCamelCase	:   Dict			   =					hidden_dropout_prob
								__UpperCamelCase	:   Optional[int]			   =					attention_probs_dropout_prob
								__UpperCamelCase	:   Optional[int]			   =					max_position_embeddings
								__UpperCamelCase	:   Dict			   =					type_vocab_size
								__UpperCamelCase	:   Union[str, Any]			   =					initializer_range
								__UpperCamelCase	:   Dict			   =					layer_norm_eps
								__UpperCamelCase	:   List[Any]			   =					num_qa_labels
								__UpperCamelCase	:   List[Any]			   =					num_object_labels
								__UpperCamelCase	:   List[Any]			   =					num_attr_labels
								__UpperCamelCase	:   Optional[int]			   =					l_layers
								__UpperCamelCase	:   Tuple			   =					x_layers
								__UpperCamelCase	:   Dict			   =					r_layers
								__UpperCamelCase	:   List[str]			   =					visual_feat_dim
								__UpperCamelCase	:   Optional[int]			   =					visual_pos_dim
								__UpperCamelCase	:   Any			   =					visual_loss_normalizer
								__UpperCamelCase	:   int			   =					task_matched
								__UpperCamelCase	:   str			   =					task_mask_lm
								__UpperCamelCase	:   Optional[int]			   =					task_obj_predict
								__UpperCamelCase	:   Union[str, Any]			   =					task_qa
								__UpperCamelCase	:   Union[str, Any]			   =					visual_obj_loss
								__UpperCamelCase	:   Optional[int]			   =					visual_attr_loss
								__UpperCamelCase	:   List[str]			   =					visual_feat_loss
								__UpperCamelCase	:   List[Any]			   =					{"vision": r_layers, "cross_encoder": x_layers, "language": l_layers}
								super().__init__(**a						)

class  lowerCamelCase__							:




	'''simple docstring'''




	def __init__(					self		:Union[str, Any]						)		-> None:
								__UpperCamelCase	:   dict[str, TrieNode]			   =					{}  # Mapping from char to TrieNode
								__UpperCamelCase	:   List[str]			   =					False







	def    _lowerCamelCase				(					self		:Any     ,   a		:list[str]						)		-> None:
								for word in words:
															self.insert(a						)







	def    _lowerCamelCase				(					self		:List[str]     ,   a		:str						)		-> None:
								__UpperCamelCase	:   Dict			   =					self
								for char in word:
															if char not in curr.nodes:
																						__UpperCamelCase	:   List[Any]			   =					TrieNode()
															__UpperCamelCase	:   List[Any]			   =					curr.nodes[char]
								__UpperCamelCase	:   Union[str, Any]			   =					True







	def    _lowerCamelCase				(					self		:Optional[int]     ,   a		:str						)		-> bool:
								__UpperCamelCase	:   Union[str, Any]			   =					self
								for char in word:
															if char not in curr.nodes:
																						return False
															__UpperCamelCase	:   Union[str, Any]			   =					curr.nodes[char]
								return curr.is_leaf







	def    _lowerCamelCase				(					self		:Any     ,   a		:str						)		-> None:

								def _delete(a		:TrieNode     ,   a		:str     ,   a		:int						) -> bool:
															if index == len(a						):
																						# If word does not exist
																						if not curr.is_leaf:
																													return False
																						__UpperCamelCase	:   str			   =					False
																						return len(curr.nodes						) == 0
															__UpperCamelCase	:   List[Any]			   =					word[index]
															__UpperCamelCase	:   Optional[int]			   =					curr.nodes.get(a						)
															# If char not in current trie node
															if not char_node:
																						return False
															# Flag to check if node can be deleted
															__UpperCamelCase	:   int			   =					_delete(a     ,   a     ,   index + 1						)
															if delete_curr:
																						del curr.nodes[char]
																						return len(curr.nodes						) == 0
															return delete_curr

								_delete(self     ,   a     ,   0						)




def 	_SCREAMING_SNAKE_CASE					(		_lowerCamelCase :			TrieNode						,  _lowerCamelCase :			str)					->    None:






							'''simple docstring'''





							if node.is_leaf:
														print(_lowerCamelCase						,  end=" ")

							for key, value in node.nodes.items():
														print_words(_lowerCamelCase						,  word + key)




def 	_SCREAMING_SNAKE_CASE					(		)					->    bool:






							'''simple docstring'''





							__UpperCamelCase	:   int			   =					"banana bananas bandana band apple all beast".split()
							__UpperCamelCase	:   Union[str, Any]			   =					TrieNode()
							root.insert_many(_lowerCamelCase)
							# print_words(root, "")
							assert all(root.find(_lowerCamelCase) for word in words)
							assert root.find("banana")
							assert not root.find("bandanas")
							assert not root.find("apps")
							assert root.find("apple")
							assert root.find("all")
							root.delete("all")
							assert not root.find("all")
							root.delete("banana")
							assert not root.find("banana")
							assert root.find("bananas")
							return True




def 	_SCREAMING_SNAKE_CASE					(		_lowerCamelCase :			str						,  _lowerCamelCase :			bool)					->    None:






							'''simple docstring'''





							print(str(_lowerCamelCase)						,  "works!" if passes else "doesn't work :(")




def 	_SCREAMING_SNAKE_CASE					(		)					->    None:






							'''simple docstring'''





							assert test_trie()




def 	_SCREAMING_SNAKE_CASE					(		)					->    None:






							'''simple docstring'''





							print_results("Testing trie functionality"						,  test_trie())


if __name__ == "__main__":
		main()