



'''simple docstring'''






class 				SCREAMING_SNAKE_CASE:







	"""simple docstring"""






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







	def      A	(						self			:     Tuple		,			__snake_case			:     list[str]		)			->		None:
								for word in words:
															self.insert(__snake_case		)







	def      A	(						self			:     Union[str, Any]		,			__snake_case			:     str		)			->		None:
								UpperCAmelCase :       Any 							=		self
								for char in word:
															if char not in curr.nodes:
																						UpperCAmelCase :       str 							=		TrieNode()
															UpperCAmelCase :       str 							=		curr.nodes[char]
								UpperCAmelCase :       Optional[Any] 							=		True







	def      A	(						self			:     Optional[Any]		,			__snake_case			:     str		)			->		bool:
								UpperCAmelCase :       str 							=		self
								for char in word:
															if char not in curr.nodes:
																						return False
															UpperCAmelCase :       List[str] 							=		curr.nodes[char]
								return curr.is_leaf







	def      A	(						self			:     List[str]		,			__snake_case			:     str		)			->		None:

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

								_delete(self		,			__snake_case		,			0		)


def  snake_case_     (					_lowerCAmelCase  :						TrieNode   ,      _lowerCAmelCase  :						str  )      ->   None:
							if node.is_leaf:
														print(_lowerCAmelCase   ,      end=''' '''  )

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


def  snake_case_     (					)      ->   bool:
							UpperCAmelCase :       List[str] 							=		'''banana bananas bandana band apple all beast'''.split()
							UpperCAmelCase :       int 							=		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  snake_case_     (					_lowerCAmelCase  :						str   ,      _lowerCAmelCase  :						bool  )      ->   None:
							print(str(_lowerCAmelCase  )   ,      '''works!''' if passes else '''doesn\'t work :('''  )


def  snake_case_     (					)      ->   None:
							assert test_trie()


def  snake_case_     (					)      ->   None:
							print_results('''Testing trie functionality'''   ,      test_trie()  )


if __name__ == "__main__":
						main()







from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


SCREAMING_SNAKE_CASE							:Optional[Any]							 =				logging.get_logger(__name__)

SCREAMING_SNAKE_CASE							:List[Any]							 =				{
    'hustvl/yolos-small': 'https://huggingface.co/hustvl/yolos-small/resolve/main/config.json',
    # See all YOLOS models at https://huggingface.co/models?filter=yolos
}





class 							UpperCAmelCase      (  __SCREAMING_SNAKE_CASE  ):




	'''simple docstring'''





	snake_case_					    =     "yolos"






	def __init__(       self					: Any							,A					: Optional[Any]=7_68							,A					: Dict=12							,A					: Any=12							,A					: str=30_72							,A					: Any="gelu"							,A					: str=0.0							,A					: List[str]=0.0							,A					: Dict=0.02							,A					: int=1E-12							,A					: Tuple=[5_12, 8_64]							,A					: List[Any]=16							,A					: str=3							,A					: str=True							,A					: Any=1_00							,A					: Dict=True							,A					: Dict=False							,A					: Tuple=1							,A					: Union[str, Any]=5							,A					: Optional[Any]=2							,A					: Union[str, Any]=5							,A					: int=2							,A					: int=0.1							,**A					: List[str]							,):
					super().__init__(**A )

					__A   			= hidden_size
					__A   			= num_hidden_layers
					__A   			= num_attention_heads
					__A   			= intermediate_size
					__A   			= hidden_act
					__A   			= hidden_dropout_prob
					__A   			= attention_probs_dropout_prob
					__A   			= initializer_range
					__A   			= layer_norm_eps
					__A   			= image_size
					__A   			= patch_size
					__A   			= num_channels
					__A   			= qkv_bias
					__A   			= num_detection_tokens
					__A   			= use_mid_position_embeddings
					__A   			= auxiliary_loss
					# Hungarian matcher
					__A   			= class_cost
					__A   			= bbox_cost
					__A   			= giou_cost
					# Loss coefficients
					__A   			= bbox_loss_coefficient
					__A   			= giou_loss_coefficient
					__A   			= eos_coefficient





class 							UpperCAmelCase      (  __SCREAMING_SNAKE_CASE  ):




	'''simple docstring'''





	snake_case_					    =     version.parse("1.11"  )






	@property
	def 				UpperCamelCase_  (       self					: str ):
					return OrderedDict(
					    [
					        ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
					    ] )






	@property
	def 				UpperCamelCase_  (       self					: List[Any] ):
					return 1E-4







	@property
	def 				UpperCamelCase_  (       self					: Optional[Any] ):
					return 12
