




'''simple docstring'''







from collections import OrderedDict
from typing import Mapping

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


lowercase      :   int      =       logging.get_logger(__name__)

lowercase      :   Union[str, Any]      =       {
    """distilbert-base-uncased""": """https://huggingface.co/distilbert-base-uncased/resolve/main/config.json""",
    """distilbert-base-uncased-distilled-squad""": (
        """https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/config.json"""
    ),
    """distilbert-base-cased""": """https://huggingface.co/distilbert-base-cased/resolve/main/config.json""",
    """distilbert-base-cased-distilled-squad""": (
        """https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/config.json"""
    ),
    """distilbert-base-german-cased""": """https://huggingface.co/distilbert-base-german-cased/resolve/main/config.json""",
    """distilbert-base-multilingual-cased""": (
        """https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/config.json"""
    ),
    """distilbert-base-uncased-finetuned-sst-2-english""": (
        """https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english/resolve/main/config.json"""
    ),
}







class 					_a (UpperCamelCase_	):





     '''simple docstring'''



     lowerCAmelCase_  :     Optional[int]          =					"""distilbert"""
     lowerCAmelCase_  :     str          =					{
         """hidden_size""": """dim""",
         """num_attention_heads""": """n_heads""",
         """num_hidden_layers""": """n_layers""",
     }







     def __init__(				self							,__a=30_522							,__a=512							,__a=False							,__a=6							,__a=12							,__a=768							,__a=4 * 768							,__a=0.1							,__a=0.1							,__a="gelu"							,__a=0.02							,__a=0.1							,__a=0.2							,__a=0							,**__a							,)      ->				Optional[Any]:
          snake_case			:      List[Any]        =			vocab_size
          snake_case			:      Dict        =			max_position_embeddings
          snake_case			:      Any        =			sinusoidal_pos_embds
          snake_case			:      Dict        =			n_layers
          snake_case			:      List[Any]        =			n_heads
          snake_case			:      Dict        =			dim
          snake_case			:      Dict        =			hidden_dim
          snake_case			:      Optional[int]        =			dropout
          snake_case			:      Optional[Any]        =			attention_dropout
          snake_case			:      Tuple        =			activation
          snake_case			:      Optional[int]        =			initializer_range
          snake_case			:      Optional[int]        =			qa_dropout
          snake_case			:      str        =			seq_classif_dropout
          super().__init__(**__SCREAMING_SNAKE_CASE							,pad_token_id=__SCREAMING_SNAKE_CASE							)







class 					_a (UpperCamelCase_	):





     '''simple docstring'''



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







          if self.task == "multiple-choice":
               snake_case			:      Union[str, Any]        =			{0: '''batch''', 1: '''choice''', 2: '''sequence'''}
          else:
               snake_case			:      int        =			{0: '''batch''', 1: '''sequence'''}
          return OrderedDict(
              [
                  ("""input_ids""", dynamic_axis),
                  ("""attention_mask""", dynamic_axis),
              ]							)





from __future__ import annotations

from collections.abc import Iterable, Iterator
from dataclasses import dataclass

lowerCamelCase  =(3, 9, -1_1, 0, 7, 5, 1, -1)
lowerCamelCase  =(4, 6, 2, 0, 8, 1_0, 3, -2)




@dataclass
class 					_lowerCamelCase			:





     """simple docstring"""







     SCREAMING_SNAKE_CASE_		 =	42
     SCREAMING_SNAKE_CASE_		 =	42




class 					_lowerCamelCase			:





     """simple docstring"""







     def __init__(				self    ,    __SCREAMING_SNAKE_CASE	)	-> None:




           """simple docstring"""







           UpperCamelCase__     : Node | None											=					None
           for i in sorted(__SCREAMING_SNAKE_CASE    ,    reverse=__SCREAMING_SNAKE_CASE	):
                 UpperCamelCase__     : List[str]											=					Node(__SCREAMING_SNAKE_CASE    ,    self.head	)






     def __iter__(				self	)	-> Iterator[int]:




           """simple docstring"""







           UpperCamelCase__     : int											=					self.head
           while node:
                 yield node.data
                 UpperCamelCase__     : List[Any]											=					node.next_node






     def __len__(				self	)	-> int:




           """simple docstring"""







           return sum(1 for _ in self	)






     def __str__(				self	)	-> str:




           """simple docstring"""







           return " -> ".join([str(__SCREAMING_SNAKE_CASE	) for node in self]	)


def 				SCREAMING_SNAKE_CASE_   (      UpperCamelCase__			,		UpperCamelCase__		):
      return SortedLinkedList(list(UpperCamelCase__		) + list(UpperCamelCase__		)		)


if __name__ == "__main__":
    import doctest

    doctest.testmod()
    lowerCamelCase  =SortedLinkedList
    print(merge_lists(SSL(test_data_odd), SSL(test_data_even)))


