

class 							UpperCAmelCase_						:
							"""simple docstring"""







							def __init__(     self			,				_a			,				_a=None			,				_a=None			)       ->       List[str]:
												_a      :       List[Any]   =						data
												_a      :       List[str]   =						previous
												_a      :       Union[str, Any]   =						next_node


							def __str__(     self			)       ->       str:
												return F"""{self.data}"""


							def 							__lowercase							(     self			)       ->       int:
												return self.data


							def 							__lowercase							(     self			)       ->       Union[str, Any]:
												return self.next




							def 							__lowercase							(     self			)       ->       str:
												return self.previous



class 							UpperCAmelCase_						:
							"""simple docstring"""







							def __init__(     self			,				_a			)       ->       str:
												_a      :       int   =						head


							def __iter__(     self			)       ->       List[Any]:
												return self




							def 							__lowercase							(     self			)       ->       Optional[int]:
												if not self.current:
																	raise StopIteration
												else:
																	_a      :       Optional[int]   =						self.current.get_data()
																	_a      :       Dict   =						self.current.get_next()
																	return value



class 							UpperCAmelCase_						:
							"""simple docstring"""







							def __init__(     self			)       ->       str:
												_a      :       Tuple   =						None  # First node in list
												_a      :       List[str]   =						None  # Last node in list


							def __str__(     self			)       ->       List[str]:
												_a      :       Optional[int]   =						self.head
												_a      :       int   =						[]
												while current is not None:
																	nodes.append(current.get_data()			)
																	_a      :       Optional[Any]   =						current.get_next()
												return " ".join(str(_a			) for node in nodes			)


							def __contains__(     self			,				_a			)       ->       Union[str, Any]:
												_a      :       Optional[Any]   =						self.head
												while current:
																	if current.get_data() == value:
																						return True
																	_a      :       Optional[Any]   =						current.get_next()
												return False


							def __iter__(     self			)       ->       Dict:
												return LinkedListIterator(self.head			)


							def 							__lowercase							(     self			)       ->       Any:
												if self.head:
																	return self.head.get_data()
												return None


							def 							__lowercase							(     self			)       ->       Tuple:
												if self.tail:
																	return self.tail.get_data()
												return None


							def 							__lowercase							(     self			,				_a			)       ->       None:
												if self.head is None:
																	_a      :       str   =						node
																	_a      :       Tuple   =						node
												else:
																	self.insert_before_node(self.head			,				_a			)


							def 							__lowercase							(     self			,				_a			)       ->       None:
												if self.head is None:
																	self.set_head(_a			)
												else:
																	self.insert_after_node(self.tail			,				_a			)


							def 							__lowercase							(     self			,				_a			)       ->       None:
												_a      :       str   =						Node(_a			)
												if self.head is None:
																	self.set_head(_a			)
												else:
																	self.set_tail(_a			)


							def 							__lowercase							(     self			,				_a			,				_a			)       ->       None:
												_a      :       List[str]   =						node
												_a      :       str   =						node.previous

												if node.get_previous() is None:
																	_a      :       Optional[int]   =						node_to_insert
												else:
																	_a      :       List[str]   =						node_to_insert

												_a      :       List[str]   =						node_to_insert


							def 							__lowercase							(     self			,				_a			,				_a			)       ->       None:
												_a      :       Union[str, Any]   =						node
												_a      :       List[str]   =						node.next

												if node.get_next() is None:
																	_a      :       Any   =						node_to_insert
												else:
																	_a      :       List[str]   =						node_to_insert

												_a      :       Union[str, Any]   =						node_to_insert


							def 							__lowercase							(     self			,				_a			,				_a			)       ->       None:
												_a      :       List[Any]   =						1
												_a      :       Any   =						Node(_a			)
												_a      :       Any   =						self.head
												while node:
																	if current_position == position:
																						self.insert_before_node(_a			,				_a			)
																						return
																	current_position += 1
																	_a      :       Tuple   =						node.next
												self.insert_after_node(self.tail			,				_a			)


							def 							__lowercase							(     self			,				_a			)       ->       Node:
												_a      :       Optional[Any]   =						self.head
												while node:
																	if node.get_data() == item:
																						return node
																	_a      :       Any   =						node.get_next()
												raise Exception('''Node not found'''			)


							def 							__lowercase							(     self			,				_a			)       ->       Union[str, Any]:
												if (node := self.get_node(_a			)) is not None:
																	if node == self.head:
																						_a      :       Optional[Any]   =						self.head.get_next()

																	if node == self.tail:
																						_a      :       Any   =						self.tail.get_previous()

																	self.remove_node_pointers(_a			)


							@staticmethod
							def 							__lowercase							(     _a			)       ->       None:
												if node.get_next():
																	_a      :       Optional[int]   =						node.previous

												if node.get_previous():
																	_a      :       List[Any]   =						node.next

												_a      :       Optional[int]   =						None
												_a      :       Tuple   =						None




							def 							__lowercase							(     self			)       ->       str:
												return self.head is None



def   __UpperCAmelCase					(      )     ->	None:

					"""simple docstring"""



if __name__ == "__main__":
			import doctest

			doctest.testmod()






from collections import OrderedDict
from typing import Mapping

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


a_      =     logging.get_logger(__name__)

a_      =     {
    'junnyu/roformer_chinese_small': 'https://huggingface.co/junnyu/roformer_chinese_small/resolve/main/config.json',
    'junnyu/roformer_chinese_base': 'https://huggingface.co/junnyu/roformer_chinese_base/resolve/main/config.json',
    'junnyu/roformer_chinese_char_small': (
        'https://huggingface.co/junnyu/roformer_chinese_char_small/resolve/main/config.json'
    ),
    'junnyu/roformer_chinese_char_base': (
        'https://huggingface.co/junnyu/roformer_chinese_char_base/resolve/main/config.json'
    ),
    'junnyu/roformer_small_discriminator': (
        'https://huggingface.co/junnyu/roformer_small_discriminator/resolve/main/config.json'
    ),
    'junnyu/roformer_small_generator': (
        'https://huggingface.co/junnyu/roformer_small_generator/resolve/main/config.json'
    ),
    # See all RoFormer models at https://huggingface.co/models?filter=roformer
}






class _UpperCamelCase				(				__A ):
			'''simple docstring'''







			lowerCamelCase__							     ='roformer'
			def __init__(      self				:			Dict   ,   a				:			Any=5_0000   ,   a				:			List[Any]=None   ,   a				:			str=768   ,   a				:			str=12   ,   a				:			Tuple=12   ,   a				:			Optional[Any]=3072   ,   a				:			List[str]="gelu"   ,   a				:			List[Any]=0.1   ,   a				:			Union[str, Any]=0.1   ,   a				:			Tuple=1536   ,   a				:			List[str]=2   ,   a				:			Tuple=0.02   ,   a				:			Any=1e-12   ,   a				:			Optional[int]=0   ,   a				:			Union[str, Any]=False   ,   a				:			int=True   ,   **a				:			str   ,   )				->							int:

				"""simple docstring"""

				super().__init__(pad_token_id=a   ,   **a						)

				SCREAMING_SNAKE_CASE :   str					  =							vocab_size
				SCREAMING_SNAKE_CASE :   int					  =							hidden_size if embedding_size is None else embedding_size
				SCREAMING_SNAKE_CASE :   List[str]					  =							hidden_size
				SCREAMING_SNAKE_CASE :   Union[str, Any]					  =							num_hidden_layers
				SCREAMING_SNAKE_CASE :   int					  =							num_attention_heads
				SCREAMING_SNAKE_CASE :   Tuple					  =							hidden_act
				SCREAMING_SNAKE_CASE :   int					  =							intermediate_size
				SCREAMING_SNAKE_CASE :   Tuple					  =							hidden_dropout_prob
				SCREAMING_SNAKE_CASE :   int					  =							attention_probs_dropout_prob
				SCREAMING_SNAKE_CASE :   Optional[int]					  =							max_position_embeddings
				SCREAMING_SNAKE_CASE :   Any					  =							type_vocab_size
				SCREAMING_SNAKE_CASE :   Union[str, Any]					  =							initializer_range
				SCREAMING_SNAKE_CASE :   List[str]					  =							layer_norm_eps
				SCREAMING_SNAKE_CASE :   List[str]					  =							rotary_value
				SCREAMING_SNAKE_CASE :   int					  =							use_cache






class _UpperCamelCase				(				__A ):
			'''simple docstring'''







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

				"""simple docstring"""

				if self.task == "multiple-choice":
					SCREAMING_SNAKE_CASE :   Optional[Any]					  =							{0: "batch", 1: "choice", 2: "sequence"}
				else:
					SCREAMING_SNAKE_CASE :   str					  =							{0: "batch", 1: "sequence"}
				SCREAMING_SNAKE_CASE :   List[Any]					  =							{0: "batch", 1: "sequence"}
				return OrderedDict(
				    [
				        ("input_ids", dynamic_axis),
				        ("attention_mask", dynamic_axis),
				        ("token_type_ids", dynamic_axis),
				    ]						)