






'''simple docstring'''

from collections import OrderedDict
from typing import Mapping

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


UpperCamelCase      					=logging.get_logger(__name__)

UpperCamelCase      					={
    "xlm-roberta-base": "https://huggingface.co/xlm-roberta-base/resolve/main/config.json",
    "xlm-roberta-large": "https://huggingface.co/xlm-roberta-large/resolve/main/config.json",
    "xlm-roberta-large-finetuned-conll02-dutch": (
        "https://huggingface.co/xlm-roberta-large-finetuned-conll02-dutch/resolve/main/config.json"
    ),
    "xlm-roberta-large-finetuned-conll02-spanish": (
        "https://huggingface.co/xlm-roberta-large-finetuned-conll02-spanish/resolve/main/config.json"
    ),
    "xlm-roberta-large-finetuned-conll03-english": (
        "https://huggingface.co/xlm-roberta-large-finetuned-conll03-english/resolve/main/config.json"
    ),
    "xlm-roberta-large-finetuned-conll03-german": (
        "https://huggingface.co/xlm-roberta-large-finetuned-conll03-german/resolve/main/config.json"
    ),
}




class      A     (   SCREAMING_SNAKE_CASE__    ):






 """simple docstring"""





 __a      :    int			  =    '''xlm-roberta'''
 def __init__(				self      ,  __lowerCAmelCase=3_05_22      ,  __lowerCAmelCase=7_68      ,  __lowerCAmelCase=12      ,  __lowerCAmelCase=12      ,  __lowerCAmelCase=30_72      ,  __lowerCAmelCase="gelu"      ,  __lowerCAmelCase=0.1      ,  __lowerCAmelCase=0.1      ,  __lowerCAmelCase=5_12      ,  __lowerCAmelCase=2      ,  __lowerCAmelCase=0.02      ,  __lowerCAmelCase=1E-12      ,  __lowerCAmelCase=1      ,  __lowerCAmelCase=0      ,  __lowerCAmelCase=2      ,  __lowerCAmelCase="absolute"      ,  __lowerCAmelCase=True      ,  __lowerCAmelCase=None      ,  **__lowerCAmelCase      ,  ):
       super().__init__(pad_token_id=__lowerCAmelCase      ,  bos_token_id=__lowerCAmelCase      ,  eos_token_id=__lowerCAmelCase      ,  **__lowerCAmelCase			)

       UpperCamelCase_					: List[Any]            =				vocab_size
       UpperCamelCase_					: List[str]            =				hidden_size
       UpperCamelCase_					: int            =				num_hidden_layers
       UpperCamelCase_					: int            =				num_attention_heads
       UpperCamelCase_					: Any            =				hidden_act
       UpperCamelCase_					: Optional[int]            =				intermediate_size
       UpperCamelCase_					: Optional[int]            =				hidden_dropout_prob
       UpperCamelCase_					: str            =				attention_probs_dropout_prob
       UpperCamelCase_					: str            =				max_position_embeddings
       UpperCamelCase_					: Dict            =				type_vocab_size
       UpperCamelCase_					: Optional[Any]            =				initializer_range
       UpperCamelCase_					: Optional[int]            =				layer_norm_eps
       UpperCamelCase_					: Optional[Any]            =				position_embedding_type
       UpperCamelCase_					: Optional[int]            =				use_cache
       UpperCamelCase_					: List[Any]            =				classifier_dropout






class      A     (   SCREAMING_SNAKE_CASE__    ):






 """simple docstring"""





 @property
 def 	_UpperCAmelCase							(				self			):
       if self.task == "multiple-choice":
             UpperCamelCase_					: List[str]            =				{0: """batch""", 1: """choice""", 2: """sequence"""}
       else:
             UpperCamelCase_					: Union[str, Any]            =				{0: """batch""", 1: """sequence"""}
       return OrderedDict(
           [
               ("""input_ids""", dynamic_axis),
               ("""attention_mask""", dynamic_axis),
           ]			)














'''simple docstring'''

UpperCamelCase      					="Input must be a string of 8 numbers plus letter"
UpperCamelCase      					="TRWAGMYFPDXBNJZSQVHLCKE"



def 				snake_case       (  a_				:			str						)							->					bool:





      """simple docstring"""

      if not isinstance(a_     , a_						):
            UpperCamelCase_					: List[str]            =				f"Expected string as input, found {type(a_						).__name__}"
            raise TypeError(a_						)

      UpperCamelCase_					: int            =				spanish_id.replace("""-"""     , """"""						).upper()
      if len(a_						) != 9:
            raise ValueError(a_						)

      try:
            UpperCamelCase_					: List[str]            =				int(spanish_id_clean[0:8]						)
            UpperCamelCase_					: Any            =				spanish_id_clean[8]
      except ValueError as ex:
            raise ValueError(a_						) from ex

      if letter.isdigit():
            raise ValueError(a_						)

      return letter == LOOKUP_LETTERS[number % 23]


if __name__ == "__main__":
      import doctest

      doctest.testmod()






