


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


lowerCAmelCase__      		= logging.get_logger(__name__)

lowerCAmelCase__      		= {
    'microsoft/beit-base-patch16-224-pt22k': (
        'https://huggingface.co/microsoft/beit-base-patch16-224-pt22k/resolve/main/config.json'
    ),
    # See all BEiT models at https://huggingface.co/models?filter=beit
}







class      lowerCAmelCase__       (				a):




     '''simple docstring'''
     __SCREAMING_SNAKE_CASE  			= "beit"


     def __init__(						self ,						__lowerCamelCase=8_1_9_2 ,						__lowerCamelCase=7_6_8 ,						__lowerCamelCase=1_2 ,						__lowerCamelCase=1_2 ,						__lowerCamelCase=3_0_7_2 ,						__lowerCamelCase="gelu" ,						__lowerCamelCase=0.0 ,						__lowerCamelCase=0.0 ,						__lowerCamelCase=0.0_2 ,						__lowerCamelCase=1e-12 ,						__lowerCamelCase=2_2_4 ,						__lowerCamelCase=1_6 ,						__lowerCamelCase=3 ,						__lowerCamelCase=False ,						__lowerCamelCase=False ,						__lowerCamelCase=False ,						__lowerCamelCase=False ,						__lowerCamelCase=0.1 ,						__lowerCamelCase=0.1 ,						__lowerCamelCase=True ,						__lowerCamelCase=[3, 5, 7, 1_1] ,						__lowerCamelCase=[1, 2, 3, 6] ,						__lowerCamelCase=True ,						__lowerCamelCase=0.4 ,						__lowerCamelCase=2_5_6 ,						__lowerCamelCase=1 ,						__lowerCamelCase=False ,						__lowerCamelCase=2_5_5 ,						**__lowerCamelCase ,						)			->				str:
            super().__init__(**__lowerCamelCase)

            _A      :       Union[str, Any]				    = vocab_size
            _A      :       Union[str, Any]				    = hidden_size
            _A      :       Optional[Any]				    = num_hidden_layers
            _A      :       str				    = num_attention_heads
            _A      :       List[str]				    = intermediate_size
            _A      :       Any				    = hidden_act
            _A      :       Tuple				    = hidden_dropout_prob
            _A      :       Dict				    = attention_probs_dropout_prob
            _A      :       int				    = initializer_range
            _A      :       Any				    = layer_norm_eps

            _A      :       Optional[int]				    = image_size
            _A      :       Optional[int]				    = patch_size
            _A      :       Optional[Any]				    = num_channels
            _A      :       str				    = use_mask_token
            _A      :       int				    = use_absolute_position_embeddings
            _A      :       List[Any]				    = use_relative_position_bias
            _A      :       List[Any]				    = use_shared_relative_position_bias
            _A      :       Optional[Any]				    = layer_scale_init_value
            _A      :       Dict				    = drop_path_rate
            _A      :       Union[str, Any]				    = use_mean_pooling
            # decode head attributes (semantic segmentation)
            _A      :       Dict				    = out_indices
            _A      :       Dict				    = pool_scales
            # auxiliary head attributes (semantic segmentation)
            _A      :       List[Any]				    = use_auxiliary_head
            _A      :       Dict				    = auxiliary_loss_weight
            _A      :       str				    = auxiliary_channels
            _A      :       str				    = auxiliary_num_convs
            _A      :       Optional[Any]				    = auxiliary_concat_input
            _A      :       int				    = semantic_loss_ignore_index







class      lowerCAmelCase__       (				a):




     '''simple docstring'''
     __SCREAMING_SNAKE_CASE  			= version.parse("1.11")


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


     @property
     def  _lowerCamelCase (						self)			->				float:
            return 1e-4




'''simple docstring'''







class A__       :






      def __init__( self			:List[Any]	)       ->					None:




             '''simple docstring'''
             _a    : dict[str, TrieNode]     					={}  # Mapping from char to TrieNode
             _a    : List[str]     					=False






      def __UpperCAmelCase       ( self			:Tuple     ,						SCREAMING_SNAKE_CASE			:list[str]	)       ->					None:




             '''simple docstring'''
             for word in words:
                    self.insert(SCREAMING_SNAKE_CASE	)






      def __UpperCAmelCase       ( self			:Union[str, Any]     ,						SCREAMING_SNAKE_CASE			:str	)       ->					None:




             '''simple docstring'''
             _a    : str     					=self
             for char in word:
                    if char not in curr.nodes:
                           _a    : Dict     					=TrieNode()
                    _a    : List[Any]     					=curr.nodes[char]
             _a    : int     					=True






      def __UpperCAmelCase       ( self			:Union[str, Any]     ,						SCREAMING_SNAKE_CASE			:str	)       ->					bool:




             '''simple docstring'''
             _a    : int     					=self
             for char in word:
                    if char not in curr.nodes:
                           return False
                    _a    : List[Any]     					=curr.nodes[char]
             return curr.is_leaf






      def __UpperCAmelCase       ( self			:Dict     ,						SCREAMING_SNAKE_CASE			:str	)       ->					None:




             '''simple docstring'''

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

             _delete(self     ,						SCREAMING_SNAKE_CASE     ,						0	)


def 	SCREAMING_SNAKE_CASE_					(  _UpperCAmelCase	:	TrieNode    ,_UpperCAmelCase	:	str  )  ->			None:
       if node.is_leaf:
              print(_UpperCAmelCase    ,end=""" """  )

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


def 	SCREAMING_SNAKE_CASE_					(  )  ->			bool:
       _a    : List[str]     					="""banana bananas bandana band apple all beast""".split()
       _a    : List[Any]     					=TrieNode()
       root.insert_many(_UpperCAmelCase  )
       # print_words(root, "")
       assert all(root.find(_UpperCAmelCase  ) 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_					(  _UpperCAmelCase	:	str    ,_UpperCAmelCase	:	bool  )  ->			None:
       print(str(_UpperCAmelCase  )    ,"""works!""" if passes else """doesn't work :("""  )


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


def 	SCREAMING_SNAKE_CASE_					(  )  ->			None:
       print_results("""Testing trie functionality"""    ,test_trie()  )


if __name__ == "__main__":
   main()


