





from collections import OrderedDict
from typing import Mapping

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


lowerCAmelCase_						   =    logging.get_logger(__name__)

lowerCAmelCase_						   =    {
    """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    (			UpperCAmelCase_							):


  '''simple docstring'''
  a_							:       List[Any]      					="""roformer"""







  def __init__(      self      :					str      ,				UpperCamelCase      :					Union[str, Any]=5_00_00      ,				UpperCamelCase      :					str=None      ,				UpperCamelCase      :					Dict=7_68      ,				UpperCamelCase      :					str=12      ,				UpperCamelCase      :					Dict=12      ,				UpperCamelCase      :					str=30_72      ,				UpperCamelCase      :					int="gelu"      ,				UpperCamelCase      :					Any=0.1      ,				UpperCamelCase      :					Dict=0.1      ,				UpperCamelCase      :					int=15_36      ,				UpperCamelCase      :					str=2      ,				UpperCamelCase      :					Dict=0.02      ,				UpperCamelCase      :					Optional[int]=1e-1_2      ,				UpperCamelCase      :					str=0      ,				UpperCamelCase      :					List[Any]=False      ,				UpperCamelCase      :					Optional[int]=True      ,				**UpperCamelCase      :					Tuple      ,				):


    '''simple docstring'''





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

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




class        _lowerCAmelCase    (			UpperCAmelCase_							):


  '''simple docstring'''







  @property
  def UpperCamelCase_ (      self      :					Tuple							):


    '''simple docstring'''





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











from functools import reduce

lowerCAmelCase_						   =    (
    """73167176531330624919225119674426574742355349194934"""
    """96983520312774506326239578318016984801869478851843"""
    """85861560789112949495459501737958331952853208805511"""
    """12540698747158523863050715693290963295227443043557"""
    """66896648950445244523161731856403098711121722383113"""
    """62229893423380308135336276614282806444486645238749"""
    """30358907296290491560440772390713810515859307960866"""
    """70172427121883998797908792274921901699720888093776"""
    """65727333001053367881220235421809751254540594752243"""
    """52584907711670556013604839586446706324415722155397"""
    """53697817977846174064955149290862569321978468622482"""
    """83972241375657056057490261407972968652414535100474"""
    """82166370484403199890008895243450658541227588666881"""
    """16427171479924442928230863465674813919123162824586"""
    """17866458359124566529476545682848912883142607690042"""
    """24219022671055626321111109370544217506941658960408"""
    """07198403850962455444362981230987879927244284909188"""
    """84580156166097919133875499200524063689912560717606"""
    """05886116467109405077541002256983155200055935729725"""
    """71636269561882670428252483600823257530420752963450"""
)


def     lowerCamelCase_	(      lowerCAmelCase:	str = N				)->		int:
  return max(
      # mypy cannot properly interpret reduce
      int(reduce(lambda lowerCAmelCase    ,							lowerCAmelCase				: str(int(lowerCAmelCase				) * int(lowerCAmelCase				)				)    ,							n[i : i + 13]				)				)
      for i in range(len(lowerCAmelCase				) - 12				)				)


if __name__ == "__main__":
      print(F"""{solution() = }""")




