



"""simple docstring"""





from __future__ import annotations

__lowerCAmelCase							:       Optional[Any]          =       '''#'''



class  _lowerCAmelCase     :





		"""simple docstring"""






		def __init__(       self )			->    None:







								'''simple docstring'''

								snake_case_ :			dict            =      {}





		def  UpperCAmelCase__				(       self				,     _lowercase )			->    None:







								'''simple docstring'''

								snake_case_ :			Optional[int]            =      self._trie
								for char in text:
														if char not in trie:
																				snake_case_ :			Dict            =      {}
														snake_case_ :			List[str]            =      trie[char]
								snake_case_ :			List[Any]            =      True





		def  UpperCAmelCase__				(       self				,     _lowercase )			->    tuple | list:







								'''simple docstring'''

								snake_case_ :			Optional[Any]            =      self._trie
								for char in prefix:
														if char in trie:
																				snake_case_ :			Any            =      trie[char]
														else:
																				return []
								return self._elements(_lowercase )





		def  UpperCAmelCase__				(       self				,     _lowercase )			->    tuple:







								'''simple docstring'''

								snake_case_ :			Optional[Any]            =      []
								for c, v in d.items():
														snake_case_ :			str            =      [""" """] if c == END else [(c + s) for s in self._elements(_lowercase )]
														result.extend(_lowercase )
								return tuple(_lowercase )




__lowerCAmelCase							:       List[str]          =       Trie()
__lowerCAmelCase							:       List[str]          =       ('''depart''', '''detergent''', '''daring''', '''dog''', '''deer''', '''deal''')
for word in words:
					trie.insert_word(word)
def 						__lowerCAmelCase    (		__UpperCamelCase   :      str     ):


						'''simple docstring'''






						snake_case_ :			int            =      trie.find_word(__UpperCamelCase     )
						return tuple(string + word for word in suffixes     )
def 						__lowerCAmelCase    (		):


						'''simple docstring'''






						print(autocomplete_using_trie("""de"""     )     )


if __name__ == "__main__":
					import doctest

					doctest.testmod()
					main()





'''simple docstring'''
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


UpperCAmelCase_			:  int										=   logging.get_logger(__name__)

UpperCAmelCase_			:  List[Any]										=   {
    'facebook/deit-base-distilled-patch16-224': (
        'https://huggingface.co/facebook/deit-base-patch16-224/resolve/main/config.json'
    ),
    # See all DeiT models at https://huggingface.co/models?filter=deit
}

class     _lowerCamelCase       (     snake_case_					):




 '''simple docstring'''
 __lowercase					:		Union[str, Any]     				=    '''deit'''


 def __init__(   self   ,   __lowercase=768   ,   __lowercase=12   ,   __lowercase=12   ,   __lowercase=3_072   ,   __lowercase="gelu"   ,   __lowercase=0.0   ,   __lowercase=0.0   ,   __lowercase=0.0_2   ,   __lowercase=1E-12   ,   __lowercase=224   ,   __lowercase=16   ,   __lowercase=3   ,   __lowercase=True   ,   __lowercase=16   ,   **__lowercase   ,   ):

  """simple docstring"""







  super().__init__(**__lowercase    )

  __A	:		Union[str, Any]	  =      hidden_size
  __A	:		int	  =      num_hidden_layers
  __A	:		str	  =      num_attention_heads
  __A	:		Optional[int]	  =      intermediate_size
  __A	:		List[str]	  =      hidden_act
  __A	:		str	  =      hidden_dropout_prob
  __A	:		str	  =      attention_probs_dropout_prob
  __A	:		int	  =      initializer_range
  __A	:		Tuple	  =      layer_norm_eps
  __A	:		List[Any]	  =      image_size
  __A	:		Dict	  =      patch_size
  __A	:		Optional[Any]	  =      num_channels
  __A	:		List[Any]	  =      qkv_bias
  __A	:		str	  =      encoder_stride


class     _lowerCamelCase       (     snake_case_					):




 '''simple docstring'''
 __lowercase					:		Optional[int]     				=    version.parse('''1.11'''					)


 @property
 def 			snake_case__ (   self    ):

  """simple docstring"""







  return OrderedDict(
      [
          ('pixel_values', {0: 'batch', 1: 'num_channels', 2: 'height', 3: 'width'}),
      ]    )







 @property
 def 			snake_case__ (   self    ):

  """simple docstring"""







  return 1E-4






