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


__lowerCamelCase							=       logging.get_logger(__name__)

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






class   UpperCAmelCase		(						__lowercase ):
   A__					:		Any						     =     "lxmert"
   A__					:		Dict						     =     {}



   def __init__(self		:					Optional[int]    ,						snake_case__		:					Tuple=3_05_22    ,						snake_case__		:					List[str]=7_68    ,						snake_case__		:					Dict=12    ,						snake_case__		:					Optional[int]=95_00    ,						snake_case__		:					int=16_00    ,						snake_case__		:					int=4_00    ,						snake_case__		:					Any=30_72    ,						snake_case__		:					Union[str, Any]="gelu"    ,						snake_case__		:					str=0.1    ,						snake_case__		:					str=0.1    ,						snake_case__		:					Dict=5_12    ,						snake_case__		:					Union[str, Any]=2    ,						snake_case__		:					Optional[int]=0.02    ,						snake_case__		:					List[Any]=1e-12    ,						snake_case__		:					Tuple=9    ,						snake_case__		:					Dict=5    ,						snake_case__		:					Optional[Any]=5    ,						snake_case__		:					Optional[Any]=20_48    ,						snake_case__		:					str=4    ,						snake_case__		:					List[str]=6.67    ,						snake_case__		:					List[Any]=True    ,						snake_case__		:					List[str]=True    ,						snake_case__		:					int=True    ,						snake_case__		:					Any=True    ,						snake_case__		:					Optional[int]=True    ,						snake_case__		:					Optional[Any]=True    ,						snake_case__		:					Any=True    ,						**snake_case__		:					int    ,						)		->	Any:


          '''simple docstring'''


          snake_case       :   Any							=      vocab_size
          snake_case       :   List[str]							=      hidden_size
          snake_case       :   Optional[int]							=      num_attention_heads
          snake_case       :   List[Any]							=      hidden_act
          snake_case       :   str							=      intermediate_size
          snake_case       :   Dict							=      hidden_dropout_prob
          snake_case       :   Optional[int]							=      attention_probs_dropout_prob
          snake_case       :   Optional[int]							=      max_position_embeddings
          snake_case       :   Dict							=      type_vocab_size
          snake_case       :   Union[str, Any]							=      initializer_range
          snake_case       :   Dict							=      layer_norm_eps
          snake_case       :   List[Any]							=      num_qa_labels
          snake_case       :   List[Any]							=      num_object_labels
          snake_case       :   List[Any]							=      num_attr_labels
          snake_case       :   Optional[int]							=      l_layers
          snake_case       :   Tuple							=      x_layers
          snake_case       :   Dict							=      r_layers
          snake_case       :   List[str]							=      visual_feat_dim
          snake_case       :   Optional[int]							=      visual_pos_dim
          snake_case       :   Any							=      visual_loss_normalizer
          snake_case       :   int							=      task_matched
          snake_case       :   str							=      task_mask_lm
          snake_case       :   Optional[int]							=      task_obj_predict
          snake_case       :   Union[str, Any]							=      task_qa
          snake_case       :   Union[str, Any]							=      visual_obj_loss
          snake_case       :   Optional[int]							=      visual_attr_loss
          snake_case       :   List[str]							=      visual_feat_loss
          snake_case       :   List[Any]							=      {"vision": r_layers, "cross_encoder": x_layers, "language": l_layers}
          super().__init__(**snake_case__ )







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()