

'''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 	lowerCAmelCase  (   __snake_case ):
       lowerCAmelCase_												=			'xlm-roberta'







       def __init__(				self      :			Dict    ,   __lowercase      :			Optional[int]=30522    ,   __lowercase      :			Union[str, Any]=768    ,   __lowercase      :			int=12    ,   __lowercase      :			Optional[int]=12    ,   __lowercase      :			Tuple=3072    ,   __lowercase      :			int="gelu"    ,   __lowercase      :			Union[str, Any]=0.1    ,   __lowercase      :			str=0.1    ,   __lowercase      :			Union[str, Any]=512    ,   __lowercase      :			Optional[int]=2    ,   __lowercase      :			Union[str, Any]=0.0_2    ,   __lowercase      :			Dict=1E-12    ,   __lowercase      :			List[str]=1    ,   __lowercase      :			Optional[Any]=0    ,   __lowercase      :			str=2    ,   __lowercase      :			Union[str, Any]="absolute"    ,   __lowercase      :			List[Any]=True    ,   __lowercase      :			Optional[int]=None    ,   **__lowercase      :			int    ,   ):







            """simple docstring"""







            super().__init__(pad_token_id=A_    ,   bos_token_id=A_    ,   eos_token_id=A_    ,   **A_   )

            __lowercase      		=vocab_size
            __lowercase      		=hidden_size
            __lowercase      		=num_hidden_layers
            __lowercase      		=num_attention_heads
            __lowercase      		=hidden_act
            __lowercase      		=intermediate_size
            __lowercase      		=hidden_dropout_prob
            __lowercase      		=attention_probs_dropout_prob
            __lowercase      		=max_position_embeddings
            __lowercase      		=type_vocab_size
            __lowercase      		=initializer_range
            __lowercase      		=layer_norm_eps
            __lowercase      		=position_embedding_type
            __lowercase      		=use_cache
            __lowercase      		=classifier_dropout






class 	lowerCAmelCase  (   __snake_case ):







       @property
       def       snake_case (				self      :			Union[str, Any]   ):







            """simple docstring"""







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









def 						A_							(	_lowerCAmelCase	)		->					bool:
 UpperCamelCase      :   List[Any]			      =  0
 for ch in input_str:
  UpperCamelCase      :   Optional[Any]			      =  ord(_lowerCAmelCase	)
  UpperCamelCase      :   Optional[Any]			      =  pow(2				,  _lowerCAmelCase	)

  # If we already turned on bit for current character's unicode
  if bitmap >> ch_unicode & 1 == 1:
   return False
  bitmap |= ch_bit_index_on
 return True


if __name__ == "__main__":
    import doctest

    doctest.testmod()
