





'''simple docstring'''

from collections import OrderedDict
from typing import Mapping

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


UpperCAmelCase					:		List[str]		=							logging.get_logger(__name__)

UpperCAmelCase					:		str		=							{
    'roberta-base': 'https://huggingface.co/roberta-base/resolve/main/config.json',
    'roberta-large': 'https://huggingface.co/roberta-large/resolve/main/config.json',
    'roberta-large-mnli': 'https://huggingface.co/roberta-large-mnli/resolve/main/config.json',
    'distilroberta-base': 'https://huggingface.co/distilroberta-base/resolve/main/config.json',
    'roberta-base-openai-detector': 'https://huggingface.co/roberta-base-openai-detector/resolve/main/config.json',
    'roberta-large-openai-detector': 'https://huggingface.co/roberta-large-openai-detector/resolve/main/config.json',
}





class lowerCamelCase						(a__					):
  _lowercase  :	Any       					=				"""roberta"""







  def __init__(		self     ,     lowercase__=50_265     ,     lowercase__=768     ,     lowercase__=12     ,     lowercase__=12     ,     lowercase__=3_072     ,     lowercase__="gelu"     ,     lowercase__=0.1     ,     lowercase__=0.1     ,     lowercase__=512     ,     lowercase__=2     ,     lowercase__=0.02     ,     lowercase__=1E-1_2     ,     lowercase__=1     ,     lowercase__=0     ,     lowercase__=2     ,     lowercase__="absolute"     ,     lowercase__=True     ,     lowercase__=None     ,     **lowercase__     ,     )		->						int:






        """simple docstring"""





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

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





class lowerCamelCase						(a__					):







  @property
  def 				UpperCAmelCase_				(		self		)		->						Mapping[str, Mapping[int, str]]:






        """simple docstring"""





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









'''simple docstring'''

UpperCAmelCase					:		Union[str, Any]		=							tuple[float, float, float]
UpperCAmelCase					:		int		=							tuple[float, float, float]




def    _a    (							lowerCAmelCase_			,      lowerCAmelCase_	):





      """simple docstring"""



      _snake_case		:	str					     =     end_pointa[0] - end_pointa[0]
      _snake_case		:	Tuple					     =     end_pointa[1] - end_pointa[1]
      _snake_case		:	Any					     =     end_pointa[2] - end_pointa[2]
      return (x, y, z)




def    _a    (							lowerCAmelCase_			,      lowerCAmelCase_	):





      """simple docstring"""



      _snake_case		:	Dict					     =     ab[1] * ac[2] - ab[2] * ac[1]  # *i
      _snake_case		:	List[str]					     =     (ab[0] * ac[2] - ab[2] * ac[0]) * -1  # *j
      _snake_case		:	Optional[int]					     =     ab[0] * ac[1] - ab[1] * ac[0]  # *k
      return (x, y, z)




def    _a    (							lowerCAmelCase_			,      lowerCAmelCase_	):





      """simple docstring"""



      return tuple(round(lowerCAmelCase_			,      lowerCAmelCase_	) for x in vector	) == (0, 0, 0)




def    _a    (							lowerCAmelCase_			,      lowerCAmelCase_			,      lowerCAmelCase_			,      lowerCAmelCase_ = 10	):





      """simple docstring"""



      _snake_case		:	str					     =     create_vector(lowerCAmelCase_			,      lowerCAmelCase_	)
      _snake_case		:	Tuple					     =     create_vector(lowerCAmelCase_			,      lowerCAmelCase_	)
      return is_zero_vector(get_ad_vectors_cross(lowerCAmelCase_			,      lowerCAmelCase_	)			,      lowerCAmelCase_	)


