


'''simple docstring'''





class 	a__				:





			'''simple docstring'''

			def __init__(     self       : str ,						lowerCAmelCase_       : int  )			->		List[Any]:
						__A=  data
						__A=  None
						__A=  None

			def __str__(     self       : Optional[Any]  )			->		Any:
						return F"""{self.data}"""


class 	a__				:





			'''simple docstring'''

			def __init__(     self       : int  )			->		Union[str, Any]:
						__A=  None
						__A=  None
			def __iter__(     self       : Optional[int]  )			->		Union[str, Any]:
						__A=  self.head
						while node:
									yield node.data
									__A=  node.next
			def __str__(     self       : Any  )			->		Union[str, Any]:
						return "->".join([str(lowerCAmelCase_  ) for item in self]  )
			def __len__(     self       : Optional[int]  )			->		Union[str, Any]:
						return sum(1 for _ in self  )
			def 				lowerCAmelCase    (     self       : int ,						lowerCAmelCase_       : Optional[int]  )			->		List[Any]:
						self.insert_at_nth(0 ,						lowerCAmelCase_  )
			def 				lowerCAmelCase    (     self       : str ,						lowerCAmelCase_       : List[Any]  )			->		int:
						self.insert_at_nth(len(self  ) ,						lowerCAmelCase_  )
			def 				lowerCAmelCase    (     self       : int ,						lowerCAmelCase_       : int ,						lowerCAmelCase_       : Union[str, Any]  )			->		Optional[int]:
						__A=  len(self  )

						if not 0 <= index <= length:
									raise IndexError('list index out of range'  )
						__A=  Node(lowerCAmelCase_  )
						if self.head is None:
									__A=  __A=  new_node
						elif index == 0:
									__A=  new_node
									__A=  self.head
									__A=  new_node
						elif index == length:
									__A=  new_node
									__A=  self.tail
									__A=  new_node
						else:
									__A=  self.head
									for _ in range(0 ,						lowerCAmelCase_  ):
												__A=  temp.next
									__A=  new_node
									__A=  temp.previous
									__A=  temp
									__A=  new_node
			def 				lowerCAmelCase    (     self       : Dict  )			->		List[Any]:
						return self.delete_at_nth(0  )
			def 				lowerCAmelCase    (     self       : Any  )			->		int:
						return self.delete_at_nth(len(self  ) - 1  )
			def 				lowerCAmelCase    (     self       : Dict ,						lowerCAmelCase_       : int  )			->		Tuple:
						__A=  len(self  )

						if not 0 <= index <= length - 1:
									raise IndexError('list index out of range'  )
						__A=  self.head  # default first node
						if length == 1:
									__A=  __A=  None
						elif index == 0:
									__A=  self.head.next
									__A=  None
						elif index == length - 1:
									__A=  self.tail
									__A=  self.tail.previous
									__A=  None
						else:
									__A=  self.head
									for _ in range(0 ,						lowerCAmelCase_  ):
												__A=  temp.next
									__A=  temp
									__A=  temp.previous
									__A=  temp.next
						return delete_node.data
			def 				lowerCAmelCase    (     self       : Tuple ,						lowerCAmelCase_       : str  )			->		str:
						__A=  self.head

						while current.data != data:  # Find the position to delete
									if current.next:
												__A=  current.next
									else:  # We have reached the end an no value matches
												raise ValueError('No data matching given value'  )

						if current == self.head:
									self.delete_head()

						elif current == self.tail:
									self.delete_tail()

						else:  # Before: 1 <--> 2(current) <--> 3
									__A=  current.next  # 1 --> 3
									__A=  current.previous  # 1 <--> 3
						return data

			def 				lowerCAmelCase    (     self       : Tuple  )			->		int:
						return len(self  ) == 0






def 	UpperCAmelCase__(							):






			"""simple docstring"""




			__A=  DoublyLinkedList()
			assert linked_list.is_empty() is True
			assert str(_SCREAMING_SNAKE_CASE   ) == ""

			try:
						linked_list.delete_head()
						raise AssertionError  # This should not happen.
			except IndexError:
						assert True  # This should happen.

			try:
						linked_list.delete_tail()
						raise AssertionError  # This should not happen.
			except IndexError:
						assert True  # This should happen.

			for i in range(10   ):
						assert len(_SCREAMING_SNAKE_CASE   ) == i
						linked_list.insert_at_nth(_SCREAMING_SNAKE_CASE,i + 1   )
			assert str(_SCREAMING_SNAKE_CASE   ) == "->".join(str(_SCREAMING_SNAKE_CASE   ) for i in range(1,11   )   )

			linked_list.insert_at_head(0   )
			linked_list.insert_at_tail(11   )
			assert str(_SCREAMING_SNAKE_CASE   ) == "->".join(str(_SCREAMING_SNAKE_CASE   ) for i in range(0,12   )   )

			assert linked_list.delete_head() == 0
			assert linked_list.delete_at_nth(9   ) == 10
			assert linked_list.delete_tail() == 11
			assert len(_SCREAMING_SNAKE_CASE   ) == 9
			assert str(_SCREAMING_SNAKE_CASE   ) == "->".join(str(_SCREAMING_SNAKE_CASE   ) for i in range(1,10   )   )


if __name__ == "__main__":
					from doctest import testmod

					testmod()







'''simple docstring'''





from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


UpperCAmelCase__      =							logging.get_logger(__name__)

UpperCAmelCase__      =							{
    '''google/mobilebert-uncased''': '''https://huggingface.co/google/mobilebert-uncased/resolve/main/config.json'''
}
class 	a__				(				a_      ):





			'''simple docstring'''

			A	:							int							= MOBILEBERT_PRETRAINED_CONFIG_ARCHIVE_MAP
			A	:							Optional[int]							= '''mobilebert'''
			def __init__(     self       : Optional[int] ,						lowerCAmelCase_       : str=30_522 ,						lowerCAmelCase_       : List[Any]=512 ,						lowerCAmelCase_       : Optional[int]=24 ,						lowerCAmelCase_       : str=4 ,						lowerCAmelCase_       : List[str]=512 ,						lowerCAmelCase_       : List[str]="relu" ,						lowerCAmelCase_       : Dict=0.0 ,						lowerCAmelCase_       : List[Any]=0.1 ,						lowerCAmelCase_       : Optional[Any]=512 ,						lowerCAmelCase_       : str=2 ,						lowerCAmelCase_       : Dict=0.02 ,						lowerCAmelCase_       : Any=1E-12 ,						lowerCAmelCase_       : List[Any]=0 ,						lowerCAmelCase_       : Union[str, Any]=128 ,						lowerCAmelCase_       : Any=True ,						lowerCAmelCase_       : Optional[Any]=True ,						lowerCAmelCase_       : List[Any]=128 ,						lowerCAmelCase_       : Dict=False ,						lowerCAmelCase_       : Tuple=True ,						lowerCAmelCase_       : Any=4 ,						lowerCAmelCase_       : Optional[Any]="no_norm" ,						lowerCAmelCase_       : Optional[Any]=True ,						lowerCAmelCase_       : Union[str, Any]=None ,						**lowerCAmelCase_       : Union[str, Any] ,						)			->		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 	a__				(				a_      ):





			'''simple docstring'''

			@property
			def 				lowerCAmelCase    (     self       : List[str]  )			->		Mapping[str, Mapping[int, 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),
						    ]  )



