



"""simple docstring"""





from collections import OrderedDict
from typing import Mapping

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


__lowerCAmelCase							:       List[Any]          =       logging.get_logger(__name__)

__lowerCAmelCase							:       Dict          =       {
    '''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  _lowerCAmelCase     (					SCREAMING_SNAKE_CASE__		):





		"""simple docstring"""






		_lowerCamelCase      	=							'''roformer'''





		def __init__(       self				,     _lowercase=5_0_0_0_0				,     _lowercase=None				,     _lowercase=7_6_8				,     _lowercase=1_2				,     _lowercase=1_2				,     _lowercase=3_0_7_2				,     _lowercase="gelu"				,     _lowercase=0.1				,     _lowercase=0.1				,     _lowercase=1_5_3_6				,     _lowercase=2				,     _lowercase=0.02				,     _lowercase=1E-12				,     _lowercase=0				,     _lowercase=False				,     _lowercase=True				,     **_lowercase				,     )			->    int:







								'''simple docstring'''

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

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




class  _lowerCAmelCase     (					SCREAMING_SNAKE_CASE__		):





		"""simple docstring"""






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







								'''simple docstring'''

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








import baseaa
def      A__       (    SCREAMING_SNAKE_CASE_   :      str						)  ->  bytes:






   """simple docstring"""







   return baseaa.baaencode(string.encode('''utf-8'''						)						)
def      A__       (    SCREAMING_SNAKE_CASE_   :      bytes						)  ->  str:






   """simple docstring"""







   return baseaa.baadecode(SCREAMING_SNAKE_CASE_						).decode('''utf-8'''						)


if __name__ == "__main__":
   UpperCAmelCase_           =	"Hello World!"
   UpperCAmelCase_           =	baseaa_encode(test)
   print(encoded)

   UpperCAmelCase_           =	baseaa_decode(encoded)
   print(decoded)