



"""simple docstring"""


from collections import OrderedDict
from typing import Mapping

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


snake_case_    					=	logging.get_logger(__name__)

snake_case_    					=	{
    "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"""
      __UpperCamelCase		    =							"""xlm-roberta"""






      def __init__( self			:str       ,  lowercase_			:Dict=3_05_22       ,  lowercase_			:int=7_68       ,  lowercase_			:List[str]=12       ,  lowercase_			:Any=12       ,  lowercase_			:Union[str, Any]=30_72       ,  lowercase_			:Tuple="gelu"       ,  lowercase_			:str=0.1       ,  lowercase_			:Any=0.1       ,  lowercase_			:Union[str, Any]=5_12       ,  lowercase_			:Optional[int]=2       ,  lowercase_			:Optional[Any]=0.02       ,  lowercase_			:Dict=1E-12       ,  lowercase_			:int=1       ,  lowercase_			:List[Any]=0       ,  lowercase_			:int=2       ,  lowercase_			:List[Any]="absolute"       ,  lowercase_			:Any=True       ,  lowercase_			:Tuple=None       ,  **lowercase_			:Dict       ,  )    ->      Union[str, Any]:
            super().__init__(pad_token_id=lowerCamelCase_       ,  bos_token_id=lowerCamelCase_       ,  eos_token_id=lowerCamelCase_       ,  **lowerCamelCase_ )

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







class 				A_      (					SCREAMING_SNAKE_CASE_    ):



      """simple docstring"""






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

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










"""simple docstring"""


import math

def 			_lowerCAmelCase				(       lowercase_						):
						assert isinstance(lowercase_		,     lowercase_						) and (
						    number >= 0
						), "'number' must been an int and positive"

						if 1 < number < 4:
												# 2 and 3 are primes
												return True
						elif number < 2 or not number % 2:
												# Negatives, 0, 1 and all even numbers are not primes
												return False

						UpperCAmelCase					=			range(3		,     int(math.sqrt(lowercase_						) + 1						)		,     2						)
						return not any(not number % i for i in odd_numbers						)






def 			_lowerCAmelCase				(       lowercase_		,     lowercase_=1		,     **lowercase_						):
						UpperCAmelCase					=			factor * value
						UpperCAmelCase					=			value

						while not is_prime(lowercase_						):
												value += 1 if not ("desc" in kwargs and kwargs["desc"] is True) else -1

						if value == first_value_val:
												return next_prime(value + 1		,     **lowercase_						)
						return value





