from collections import OrderedDict
from typing import Mapping

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


A__           =							logging.get_logger(__name__)

A__           =							{
    """kssteven/ibert-roberta-base""": """https://huggingface.co/kssteven/ibert-roberta-base/resolve/main/config.json""",
    """kssteven/ibert-roberta-large""": """https://huggingface.co/kssteven/ibert-roberta-large/resolve/main/config.json""",
    """kssteven/ibert-roberta-large-mnli""": (
        """https://huggingface.co/kssteven/ibert-roberta-large-mnli/resolve/main/config.json"""
    ),
}
class   _lowerCAmelCase		(     __SCREAMING_SNAKE_CASE				):
       _UpperCAmelCase						    =     'ibert'







       def __init__(				self     :    Tuple	,					__snake_case     :    Optional[int]=30522	,					__snake_case     :    List[Any]=768	,					__snake_case     :    Union[str, Any]=12	,					__snake_case     :    Tuple=12	,					__snake_case     :    List[str]=3072	,					__snake_case     :    int="gelu"	,					__snake_case     :    int=0.1	,					__snake_case     :    Tuple=0.1	,					__snake_case     :    Optional[Any]=512	,					__snake_case     :    Any=2	,					__snake_case     :    Union[str, Any]=0.0_2	,					__snake_case     :    Optional[Any]=1e-1_2	,					__snake_case     :    List[str]=1	,					__snake_case     :    Optional[Any]=0	,					__snake_case     :    List[Any]=2	,					__snake_case     :    Optional[int]="absolute"	,					__snake_case     :    Union[str, Any]=False	,					__snake_case     :    List[str]="none"	,					**__snake_case     :    Dict	,					):
          super().__init__(pad_token_id=__snake_case	,					bos_token_id=__snake_case	,					eos_token_id=__snake_case	,					**__snake_case		)

          lowerCamelCase						:Tuple						  =     vocab_size
          lowerCamelCase						:List[str]						  =     hidden_size
          lowerCamelCase						:Optional[int]						  =     num_hidden_layers
          lowerCamelCase						:int						  =     num_attention_heads
          lowerCamelCase						:Tuple						  =     hidden_act
          lowerCamelCase						:Optional[Any]						  =     intermediate_size
          lowerCamelCase						:Optional[int]						  =     hidden_dropout_prob
          lowerCamelCase						:Any						  =     attention_probs_dropout_prob
          lowerCamelCase						:int						  =     max_position_embeddings
          lowerCamelCase						:Any						  =     type_vocab_size
          lowerCamelCase						:int						  =     initializer_range
          lowerCamelCase						:Optional[Any]						  =     layer_norm_eps
          lowerCamelCase						:Union[str, Any]						  =     position_embedding_type
          lowerCamelCase						:List[Any]						  =     quant_mode
          lowerCamelCase						:Union[str, Any]						  =     force_dequant


class   _lowerCAmelCase		(     __SCREAMING_SNAKE_CASE				):







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




import math





def  _lowerCamelCase					(   a_				: int):

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

			# All primes number are in format of 6k +/- 1
			for i in range(5						,			int(math.sqrt(a_) + 1)						,			6):
						if number % i == 0 or number % (i + 2) == 0:
									return False
			return True





def  _lowerCamelCase					(   a_				: float = 0.1):
			lowerCamelCase						:Dict						  =     3
			lowerCamelCase						:List[Any]						  =     3

			while primes / (2 * j - 1) >= ratio:
						for i in range(j * j + j + 1						,			(j + 2) * (j + 2)						,			j + 1):
									primes += is_prime(a_)
						j += 2
			return j


if __name__ == "__main__":
			import doctest

			doctest.testmod()



