






"""simple docstring"""







from collections import OrderedDict
from typing import Mapping

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


a			:    Union[str, Any]				 =		logging.get_logger(__name__)

a			:    str				 =		{
    """kssteven/ibert-roberta-base""": """https://huggingface.co/kssteven/ibert-roberta-base/resolve/main/config.json""",
    """kssteven/ibert-roberta-large""": """https://huggingface.co/kssteven/ibert-roberta-large/resolve/main/config.json""",
    """kssteven/ibert-roberta-large-mnli""": (
        """https://huggingface.co/kssteven/ibert-roberta-large-mnli/resolve/main/config.json"""
    ),
}


class    __UpperCAmelCase(       SCREAMING_SNAKE_CASE__							):




						"""simple docstring"""




						__lowerCamelCase    	= "ibert"




						def __init__(       self	,  snake_case__=30522	,  snake_case__=768	,  snake_case__=12	,  snake_case__=12	,  snake_case__=3072	,  snake_case__="gelu"	,  snake_case__=0.1	,  snake_case__=0.1	,  snake_case__=512	,  snake_case__=2	,  snake_case__=0.02	,  snake_case__=1e-12	,  snake_case__=1	,  snake_case__=0	,  snake_case__=2	,  snake_case__="absolute"	,  snake_case__=False	,  snake_case__="none"	,  **snake_case__	,  ):
												'''simple docstring'''
												super().__init__(pad_token_id=snake_case__	,  bos_token_id=snake_case__	,  eos_token_id=snake_case__	,  **snake_case__      )

												lowercase__    :				str=	vocab_size
												lowercase__    :				Tuple=	hidden_size
												lowercase__    :				str=	num_hidden_layers
												lowercase__    :				Optional[Any]=	num_attention_heads
												lowercase__    :				Dict=	hidden_act
												lowercase__    :				Optional[int]=	intermediate_size
												lowercase__    :				Optional[int]=	hidden_dropout_prob
												lowercase__    :				Dict=	attention_probs_dropout_prob
												lowercase__    :				List[Any]=	max_position_embeddings
												lowercase__    :				Tuple=	type_vocab_size
												lowercase__    :				Tuple=	initializer_range
												lowercase__    :				str=	layer_norm_eps
												lowercase__    :				Optional[Any]=	position_embedding_type
												lowercase__    :				Optional[int]=	quant_mode
												lowercase__    :				Optional[Any]=	force_dequant


class    __UpperCAmelCase(       SCREAMING_SNAKE_CASE__							):




						"""simple docstring"""




						@property
						def 		UpperCAmelCase_	(       self      ):
												'''simple docstring'''
												if self.task == "multiple-choice":
																		lowercase__    :				Tuple=	{0: "batch", 1: "choice", 2: "sequence"}
												else:
																		lowercase__    :				Any=	{0: "batch", 1: "sequence"}
												return OrderedDict(
												    [
												        ("input_ids", dynamic_axis),
												        ("attention_mask", dynamic_axis),
												    ]      )














"""simple docstring"""







from __future__ import annotations


class    __UpperCAmelCase:




						"""simple docstring"""




						def __init__(       self	,  snake_case__=None      ):
												'''simple docstring'''
												lowercase__    :				Union[str, Any]=	data
												lowercase__    :				Optional[Any]=	None




						def __repr__(       self      ):
												'''simple docstring'''
												lowercase__    :				str=	[]
												lowercase__    :				Tuple=	self
												while temp:
																		string_rep.append(F'''{temp.data}'''      )
																		lowercase__    :				Optional[int]=	temp.next
												return "->".join(snake_case__      )





def 						lowercase__(A						)    ->Dict:




						"""simple docstring"""



						if not elements_list:
												raise Exception("The Elements List is empty"						)

						lowercase__    :				Optional[int]=	Node(elements_list[0]						)
						for i in range(1 ,		len(A						)						):
												lowercase__    :				Optional[Any]=	Node(elements_list[i]						)
												lowercase__    :				str=	current.next
						return head





def 						lowercase__(A						)    ->None:




						"""simple docstring"""



						if head_node is not None and isinstance(A ,		A						):
												print_reverse(head_node.next						)
												print(head_node.data						)





def 						lowercase__()    ->str:




						"""simple docstring"""



						from doctest import testmod

						testmod()

						lowercase__    :				Optional[int]=	make_linked_list([14, 52, 14, 12, 43]						)
						print("Linked List:"						)
						print(A						)
						print("Elements in Reverse:"						)
						print_reverse(A						)


if __name__ == "__main__":
			main()






