





class        _lowerCAmelCase    :


  '''simple docstring'''







  def __init__(      self      :					Tuple							):


    '''simple docstring'''





    _snake_case   :				dict[str, TrieNode]														=	{}  # Mapping from char to TrieNode
    _snake_case   :				List[Any]														=	False







  def UpperCamelCase_ (      self      :					Optional[Any]      ,				UpperCamelCase      :					list[str]							):


    '''simple docstring'''





    for word in words:
      self.insert(UpperCamelCase							)







  def UpperCamelCase_ (      self      :					Optional[int]      ,				UpperCamelCase      :					str							):


    '''simple docstring'''





    _snake_case   :				List[Any]														=	self
    for char in word:
      if char not in curr.nodes:
        _snake_case   :				List[Any]														=	TrieNode()
      _snake_case   :				int														=	curr.nodes[char]
    _snake_case   :				Union[str, Any]														=	True







  def UpperCamelCase_ (      self      :					str      ,				UpperCamelCase      :					str							):


    '''simple docstring'''





    _snake_case   :				Union[str, Any]														=	self
    for char in word:
      if char not in curr.nodes:
        return False
      _snake_case   :				Dict														=	curr.nodes[char]
    return curr.is_leaf







  def UpperCamelCase_ (      self      :					Dict      ,				UpperCamelCase      :					str							):


    '''simple docstring'''





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

    _delete(self      ,				UpperCamelCase      ,				0							)




def     lowerCamelCase_	(      lowerCAmelCase:	Any    ,							lowerCAmelCase:	Any				)->		Tuple:
  if node.is_leaf:
    print(lowerCAmelCase    ,							end=' '				)

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


def     lowerCamelCase_	(      )->		int:
  _snake_case   :				int														=	"""banana bananas bandana band apple all beast""".split()
  _snake_case   :				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     lowerCamelCase_	(      lowerCAmelCase:	Any    ,							lowerCAmelCase:	List[str]				)->		List[str]:
  print(str(lowerCAmelCase				)    ,							'works!' if passes else 'doesn\'t work :('				)


def     lowerCamelCase_	(      )->		Any:
  assert test_trie()


def     lowerCamelCase_	(      )->		str:
  print_results('Testing trie functionality'    ,							test_trie()				)


if __name__ == "__main__":
      main()











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


lowerCAmelCase_						   =    logging.get_logger(__name__)

lowerCAmelCase_						   =    {
    """MIT/ast-finetuned-audioset-10-10-0.4593""": (
        """https://huggingface.co/MIT/ast-finetuned-audioset-10-10-0.4593/resolve/main/config.json"""
    ),
}



class        _lowerCAmelCase    (			UpperCAmelCase_							):


  '''simple docstring'''
  a_							:       Tuple      					="""audio-spectrogram-transformer"""







  def __init__(      self      :					List[Any]      ,				UpperCamelCase      :					Union[str, Any]=7_68      ,				UpperCamelCase      :					int=12      ,				UpperCamelCase      :					str=12      ,				UpperCamelCase      :					Tuple=30_72      ,				UpperCamelCase      :					Optional[Any]="gelu"      ,				UpperCamelCase      :					Any=0.0      ,				UpperCamelCase      :					Dict=0.0      ,				UpperCamelCase      :					List[Any]=0.02      ,				UpperCamelCase      :					Dict=1e-1_2      ,				UpperCamelCase      :					str=16      ,				UpperCamelCase      :					List[Any]=True      ,				UpperCamelCase      :					Any=10      ,				UpperCamelCase      :					Optional[int]=10      ,				UpperCamelCase      :					int=10_24      ,				UpperCamelCase      :					Optional[Any]=1_28      ,				**UpperCamelCase      :					Optional[Any]      ,				):


    '''simple docstring'''





    super().__init__(**UpperCamelCase							)

    _snake_case   :				Tuple														=	hidden_size
    _snake_case   :				str														=	num_hidden_layers
    _snake_case   :				Optional[Any]														=	num_attention_heads
    _snake_case   :				Optional[Any]														=	intermediate_size
    _snake_case   :				Optional[Any]														=	hidden_act
    _snake_case   :				List[str]														=	hidden_dropout_prob
    _snake_case   :				Union[str, Any]														=	attention_probs_dropout_prob
    _snake_case   :				Any														=	initializer_range
    _snake_case   :				List[str]														=	layer_norm_eps
    _snake_case   :				int														=	patch_size
    _snake_case   :				List[str]														=	qkv_bias
    _snake_case   :				int														=	frequency_stride
    _snake_case   :				List[Any]														=	time_stride
    _snake_case   :				List[Any]														=	max_length
    _snake_case   :				List[str]														=	num_mel_bins




