




"""simple docstring"""




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_  (       _lowercase						):
		UpperCamelCase						 ="roformer"
		def __init__(		self							,		UpperCamelCase_=5_00_00							,		UpperCamelCase_=None							,		UpperCamelCase_=7_68							,		UpperCamelCase_=12							,		UpperCamelCase_=12							,		UpperCamelCase_=30_72							,		UpperCamelCase_="gelu"							,		UpperCamelCase_=0.1							,		UpperCamelCase_=0.1							,		UpperCamelCase_=15_36							,		UpperCamelCase_=2							,		UpperCamelCase_=0.0_2							,		UpperCamelCase_=1E-12							,		UpperCamelCase_=0							,		UpperCamelCase_=False							,		UpperCamelCase_=True							,		**UpperCamelCase_							,		)		->    Optional[int]:
					super().__init__(pad_token_id=UpperCamelCase__							,		**UpperCamelCase__    )

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


class    UpperCAmelCase_  (       _lowercase						):
		@property
		def      _lowerCamelCase				(		self    )		->    Dict:
					if self.task == "multiple-choice":
								__lowercase       :   str        =    {0: """batch""", 1: """choice""", 2: """sequence"""}
					else:
								__lowercase       :   int        =    {0: """batch""", 1: """sequence"""}
					__lowercase       :   List[str]        =    {0: """batch""", 1: """sequence"""}
					return OrderedDict(
					    [
					        ('''input_ids''', dynamic_axis),
					        ('''attention_mask''', dynamic_axis),
					        ('''token_type_ids''', dynamic_axis),
					    ]    )











'''simple docstring'''







class _lowercase	:




							def __init__(							self:				Tuple			,							UpperCamelCase__:				list[int]     ):
														lowerCamelCase__					:	Union[str, Any]         =       len(UpperCamelCase__     )
														lowerCamelCase__					:	Union[str, Any]         =       [0] * len_array

														if len_array > 0:
																					lowerCamelCase__					:	Union[str, Any]         =       array[0]

														for i in range(1			,							UpperCamelCase__     ):
																					lowerCamelCase__					:	Tuple         =       self.prefix_sum[i - 1] + array[i]




							def 		lowerCamelCase_				(							self:				Tuple			,							UpperCamelCase__:				int			,							UpperCamelCase__:				int     ):
														if start == 0:
																					return self.prefix_sum[end]

														return self.prefix_sum[end] - self.prefix_sum[start - 1]




							def 		lowerCamelCase_				(							self:				Optional[int]			,							UpperCamelCase__:				int     ):
														lowerCamelCase__					:	Dict         =       {0}
														for sum_item in self.prefix_sum:
																					if sum_item - target_sum in sums:
																												return True

																					sums.add(UpperCamelCase__     )

														return False


if __name__ == "__main__":
			import doctest

			doctest.testmod()

