code: 
  
  
  
  
  
  '''simple docstring'''
  
  
  from collections import OrderedDict
  from typing import Mapping
  
  from ...configuration_utils import PretrainedConfig
  from ...onnx import OnnxConfig
  from ...utils import logging
  
  
  _lowerCamelCase				    =       logging.get_logger(__name__)
  
  _lowerCamelCase				    =       {
      'google/mobilebert-uncased': 'https://huggingface.co/google/mobilebert-uncased/resolve/main/config.json'
  }
  
  
  
  class 							__UpperCAmelCase  (       A__						):
  
  
  
  
  
  
  
  		'''simple docstring'''
  
  
  
  
  
  
  
  		__lowerCAmelCase 				=    MOBILEBERT_PRETRAINED_CONFIG_ARCHIVE_MAP
  		__lowerCAmelCase 				=    '''mobilebert'''
  
  
  
  
  
  
  
  		def __init__(self						:      Union[str, Any]      ,      _lowerCAmelCase						:      Optional[int]=3_0522      ,      _lowerCAmelCase						:      int=512      ,      _lowerCAmelCase						:      str=24      ,      _lowerCAmelCase						:      Optional[Any]=4      ,      _lowerCAmelCase						:      Dict=512      ,      _lowerCAmelCase						:      Optional[Any]="relu"      ,      _lowerCAmelCase						:      Union[str, Any]=0.0      ,      _lowerCAmelCase						:      Any=0.1      ,      _lowerCAmelCase						:      Optional[Any]=512      ,      _lowerCAmelCase						:      Union[str, Any]=2      ,      _lowerCAmelCase						:      Tuple=0.02      ,      _lowerCAmelCase						:      Optional[Any]=1e-12      ,      _lowerCAmelCase						:      str=0      ,      _lowerCAmelCase						:      List[str]=128      ,      _lowerCAmelCase						:      Optional[int]=True      ,      _lowerCAmelCase						:      Tuple=True      ,      _lowerCAmelCase						:      Union[str, Any]=128      ,      _lowerCAmelCase						:      Union[str, Any]=False      ,      _lowerCAmelCase						:      List[Any]=True      ,      _lowerCAmelCase						:      Optional[Any]=4      ,      _lowerCAmelCase						:      Union[str, Any]="no_norm"      ,      _lowerCAmelCase						:      Dict=True      ,      _lowerCAmelCase						:      Dict=None      ,      **_lowerCAmelCase						:      List[Any]      ,      ):
  			super().__init__(pad_token_id=_lowerCAmelCase      ,      **_lowerCAmelCase      )
  
  			A							  =      vocab_size
  			A							  =      hidden_size
  			A							  =      num_hidden_layers
  			A							  =      num_attention_heads
  			A							  =      hidden_act
  			A							  =      intermediate_size
  			A							  =      hidden_dropout_prob
  			A							  =      attention_probs_dropout_prob
  			A							  =      max_position_embeddings
  			A							  =      type_vocab_size
  			A							  =      initializer_range
  			A							  =      layer_norm_eps
  			A							  =      embedding_size
  			A							  =      trigram_input
  			A							  =      use_bottleneck
  			A							  =      intra_bottleneck_size
  			A							  =      use_bottleneck_attention
  			A							  =      key_query_shared_bottleneck
  			A							  =      num_feedforward_networks
  			A							  =      normalization_type
  			A							  =      classifier_activation
  
  			if self.use_bottleneck:
  				A							  =      intra_bottleneck_size
  			else:
  				A							  =      hidden_size
  
  			A							  =      classifier_dropout
  
  
  
  
  
  
  class 							__UpperCAmelCase  (       A__						):
  
  
  
  
  
  
  
  		'''simple docstring'''
  
  
  
  
  
  
  
  		@property
  		def        A     (self						:      List[str]      ):
  			if self.task == "multiple-choice":
  				A							  =      {0: """batch""", 1: """choice""", 2: """sequence"""}
  			else:
  				A							  =      {0: """batch""", 1: """sequence"""}
  			return OrderedDict(
  			    [
  			        ("""input_ids""", dynamic_axis),
  			        ("""attention_mask""", dynamic_axis),
  			        ("""token_type_ids""", dynamic_axis),
  			    ]      )
  
  
style_context: 
  
  
  
  
  
  '''simple docstring'''
  
  
  from __future__ import annotations
  
  
  
  class 							__UpperCAmelCase  :
  
  
  
  
  
  
  
  		'''simple docstring'''
  
  
  
  
  
  
  
  		def __init__(self						:      Any      ,      _lowerCAmelCase						:      int      ):
  			A							  =      value
  			A							  =      None
  			A							  =      None
  
  
  
  
  
  
  class 							__UpperCAmelCase  :
  
  
  
  
  
  
  
  		'''simple docstring'''
  
  
  
  
  
  
  
  		__lowerCAmelCase 				=    42
  
  
  
  
  
  
  
  		def __init__(self						:      List[str]      ):
  			A							  =      0
  
  
  
  
  
  
  
  		def        A     (self						:      Dict      ,      _lowerCAmelCase						:      Node | None      ,      _lowerCAmelCase						:      int      ):
  			if node is None:
  				return
  
  			if path_sum == self.target:
  				self.paths += 1
  
  			if node.left:
  				self.depth_first_search(node.left      ,      path_sum + node.left.value      )
  			if node.right:
  				self.depth_first_search(node.right      ,      path_sum + node.right.value      )
  
  
  
  
  
  
  
  		def        A     (self						:      Optional[Any]      ,      _lowerCAmelCase						:      Node | None      ,      _lowerCAmelCase						:      int | None = None      ):
  			if node is None:
  				return 0
  			if target is not None:
  				A							  =      target
  
  			self.depth_first_search(_lowerCAmelCase      ,      node.value      )
  			self.path_sum(node.left      )
  			self.path_sum(node.right      )
  
  			return self.paths
  
  
  if __name__ == "__main__":
  				import doctest
  
  				doctest.testmod()
  
  