



'''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_       (							SCREAMING_SNAKE_CASE_	):
  """simple docstring"""




  a_				   ="""xlm-roberta"""




  def __init__(					self :      Optional[Any]     ,      _a :      Tuple=3_0522     ,      _a :      Dict=768     ,      _a :      Optional[Any]=12     ,      _a :      List[str]=12     ,      _a :      int=3072     ,      _a :      Union[str, Any]="gelu"     ,      _a :      Union[str, Any]=0.1     ,      _a :      Any=0.1     ,      _a :      str=512     ,      _a :      Any=2     ,      _a :      int=0.02     ,      _a :      int=1e-12     ,      _a :      Dict=1     ,      _a :      List[Any]=0     ,      _a :      List[Any]=2     ,      _a :      Union[str, Any]="absolute"     ,      _a :      Optional[Any]=True     ,      _a :      Dict=None     ,      **_a :      str     ,      )   ->   int:
    super().__init__(pad_token_id=_a     ,      bos_token_id=_a     ,      eos_token_id=_a     ,      **_a  )

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






class    lowerCamelCase_       (							SCREAMING_SNAKE_CASE_	):
  """simple docstring"""




  @property
  def 		_lowercase	(					self :      Optional[Any]  )   ->   Mapping[str, Mapping[int, str]]:
    if self.task == "multiple-choice":
      __lowerCamelCase			:			Tuple       			=					{0: 'batch', 1: 'choice', 2: 'sequence'}
    else:
      __lowerCamelCase			:			Tuple       			=					{0: 'batch', 1: 'sequence'}
    return OrderedDict(
        [
            ('input_ids', dynamic_axis),
            ('attention_mask', dynamic_axis),
        ]  )











'''simple docstring'''





import random
from typing import Any

def 			a_	(				_lowerCAmelCase			) -> list[Any]:
  for _ in range(len(_lowerCAmelCase			)			):
    __lowerCamelCase			:			Optional[Any]       			=					random.randint(0			,len(_lowerCAmelCase			) - 1			)
    __lowerCamelCase			:			str       			=					random.randint(0			,len(_lowerCAmelCase			) - 1			)
    __lowerCamelCase			,__lowerCamelCase			:			List[Any]       			=					data[b], data[a]
  return data


if __name__ == "__main__":
   _UpperCamelCase											=		[0, 1, 2, 3, 4, 5, 6, 7]
   _UpperCamelCase											=		['python', 'says', 'hello', '!']
   print('Fisher-Yates Shuffle:')
   print('List', integers, strings)
   print('FY Shuffle', fisher_yates_shuffle(integers), fisher_yates_shuffle(strings))






