code: 
  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				      =					{
      'squeezebert/squeezebert-uncased': (
          'https://huggingface.co/squeezebert/squeezebert-uncased/resolve/main/config.json'
      ),
      'squeezebert/squeezebert-mnli': 'https://huggingface.co/squeezebert/squeezebert-mnli/resolve/main/config.json',
      'squeezebert/squeezebert-mnli-headless': (
          'https://huggingface.co/squeezebert/squeezebert-mnli-headless/resolve/main/config.json'
      ),
  }
  
  
  
  
  
  class 						lowerCamelCase			(					UpperCAmelCase_				):
  	UpperCamelCase_     :				Tuple								=  SQUEEZEBERT_PRETRAINED_CONFIG_ARCHIVE_MAP
  	UpperCamelCase_     :				List[str]								=  'squeezebert'
  
  
  
  
  
  
  
  	def __init__(    self			:Any      ,    lowercase			:Optional[int]=3_0_5_2_2      ,    lowercase			:str=7_6_8      ,    lowercase			:Any=1_2      ,    lowercase			:str=1_2      ,    lowercase			:Optional[int]=3_0_7_2      ,    lowercase			:List[str]="gelu"      ,    lowercase			:List[str]=0.1      ,    lowercase			:List[Any]=0.1      ,    lowercase			:int=5_1_2      ,    lowercase			:Union[str, Any]=2      ,    lowercase			:Any=0.02      ,    lowercase			:List[Any]=1e-12      ,    lowercase			:str=0      ,    lowercase			:Union[str, Any]=7_6_8      ,    lowercase			:Union[str, Any]=4      ,    lowercase			:int=4      ,    lowercase			:Union[str, Any]=4      ,    lowercase			:List[Any]=1      ,    lowercase			:int=4      ,    lowercase			:List[str]=4      ,    **lowercase			:str      ,    )		->			List[Any]:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				super().__init__(pad_token_id=__UpperCamelCase      ,    **__UpperCamelCase )
  
  				SCREAMING_SNAKE_CASE    	=   vocab_size
  				SCREAMING_SNAKE_CASE    	=   hidden_size
  				SCREAMING_SNAKE_CASE    	=   num_hidden_layers
  				SCREAMING_SNAKE_CASE    	=   num_attention_heads
  				SCREAMING_SNAKE_CASE    	=   hidden_act
  				SCREAMING_SNAKE_CASE    	=   intermediate_size
  				SCREAMING_SNAKE_CASE    	=   hidden_dropout_prob
  				SCREAMING_SNAKE_CASE    	=   attention_probs_dropout_prob
  				SCREAMING_SNAKE_CASE    	=   max_position_embeddings
  				SCREAMING_SNAKE_CASE    	=   type_vocab_size
  				SCREAMING_SNAKE_CASE    	=   initializer_range
  				SCREAMING_SNAKE_CASE    	=   layer_norm_eps
  				SCREAMING_SNAKE_CASE    	=   embedding_size
  				SCREAMING_SNAKE_CASE    	=   q_groups
  				SCREAMING_SNAKE_CASE    	=   k_groups
  				SCREAMING_SNAKE_CASE    	=   v_groups
  				SCREAMING_SNAKE_CASE    	=   post_attention_groups
  				SCREAMING_SNAKE_CASE    	=   intermediate_groups
  				SCREAMING_SNAKE_CASE    	=   output_groups
  
  
  
  
  
  class 						lowerCamelCase			(					UpperCAmelCase_				):
  
  
  
  
  
  
  
  	@property
  	def    snake_case__    (    self			:Optional[int] )		->			int:
  
  
  
  
  
  
  
  				"""simple docstring"""
  
  
  
  
  
  
  				if self.task == "multiple-choice":
  							SCREAMING_SNAKE_CASE    	=   {0: '''batch''', 1: '''choice''', 2: '''sequence'''}
  				else:
  							SCREAMING_SNAKE_CASE    	=   {0: '''batch''', 1: '''sequence'''}
  				return OrderedDict(
  				    [
  				        ('''input_ids''', dynamic_axis),
  				        ('''attention_mask''', dynamic_axis),
  				        ('''token_type_ids''', dynamic_axis),
  				    ] )
style_context: 
  import json
  
  import requests
  
  from .fetch_github_info import AUTHENTICATED_USER_ENDPOINT, fetch_github_info
  
  
  def       a			(   a  )    ->Tuple:
  
  
  
  
  			'''simple docstring'''
  
  
  			class 						lowerCamelCase			:
  
  
  
  
  
  
  
  				def __init__(    self			:int      ,    lowercase			:List[str] )		->			None:
  
  
  
  
  
  
  
  							"""simple docstring"""
  
  
  
  
  
  
  							assert isinstance(lowercase      ,    (bytes, str) )
  							SCREAMING_SNAKE_CASE    	=   content
  
  
  
  
  
  
  
  				def    snake_case__    (    self			:Optional[Any] )		->			Optional[int]:
  
  
  
  
  
  
  
  							"""simple docstring"""
  
  
  
  
  
  
  							return json.loads(self.content )
  
  			def mock_response(*a		,	**a  ):
  						assert args[0] == AUTHENTICATED_USER_ENDPOINT
  						assert "Authorization" in kwargs["headers"]
  						assert kwargs["headers"]["Authorization"].startswith('''token '''  )
  						assert "Accept" in kwargs["headers"]
  						return FakeResponse(B'''{"login":"test","id":1}'''  )
  
  			monkeypatch.setattr(a		,	'''get'''		,	a  )
  			SCREAMING_SNAKE_CASE    	=   fetch_github_info('''token'''  )
  			assert result["login"] == "test"
  			assert result["id"] == 1