



"""simple docstring"""






from collections import OrderedDict
from typing import Mapping

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


lowerCamelCase				:     int								=  logging.get_logger(__name__)

lowerCamelCase				:     List[Any]								=  {
    """squeezebert/squeezebert-uncased""": (
        """https://huggingface.co/squeezebert/squeezebert-uncased/resolve/main/config.json"""
    ),
    """squeezebert/squeezebert-mnli""": """https://huggingface.co/squeezebert/squeezebert-mnli/resolve/main/config.json""",
    """squeezebert/squeezebert-mnli-headless""": (
        """https://huggingface.co/squeezebert/squeezebert-mnli-headless/resolve/main/config.json"""
    ),
}




class    __snake_case(					_A       ):
    _A       = SQUEEZEBERT_PRETRAINED_CONFIG_ARCHIVE_MAP
    _A       = '''squeezebert'''




    def __init__(   self    ,							A_=30_522    ,							A_=768    ,							A_=12    ,							A_=12    ,							A_=3_072    ,							A_="gelu"    ,							A_=0.1    ,							A_=0.1    ,							A_=512    ,							A_=2    ,							A_=0.02    ,							A_=1e-12    ,							A_=0    ,							A_=768    ,							A_=4    ,							A_=4    ,							A_=4    ,							A_=1    ,							A_=4    ,							A_=4    ,							**A_    ,							):





      '''simple docstring'''



      super().__init__(pad_token_id=_UpperCAmelCase    ,							**_UpperCAmelCase			)

      _SCREAMING_SNAKE_CASE        =			vocab_size
      _SCREAMING_SNAKE_CASE        =			hidden_size
      _SCREAMING_SNAKE_CASE        =			num_hidden_layers
      _SCREAMING_SNAKE_CASE        =			num_attention_heads
      _SCREAMING_SNAKE_CASE        =			hidden_act
      _SCREAMING_SNAKE_CASE        =			intermediate_size
      _SCREAMING_SNAKE_CASE        =			hidden_dropout_prob
      _SCREAMING_SNAKE_CASE        =			attention_probs_dropout_prob
      _SCREAMING_SNAKE_CASE        =			max_position_embeddings
      _SCREAMING_SNAKE_CASE        =			type_vocab_size
      _SCREAMING_SNAKE_CASE        =			initializer_range
      _SCREAMING_SNAKE_CASE        =			layer_norm_eps
      _SCREAMING_SNAKE_CASE        =			embedding_size
      _SCREAMING_SNAKE_CASE        =			q_groups
      _SCREAMING_SNAKE_CASE        =			k_groups
      _SCREAMING_SNAKE_CASE        =			v_groups
      _SCREAMING_SNAKE_CASE        =			post_attention_groups
      _SCREAMING_SNAKE_CASE        =			intermediate_groups
      _SCREAMING_SNAKE_CASE        =			output_groups




class    __snake_case(					_A       ):




    @property
    def   A   (   self			):





      '''simple docstring'''



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




import math
def 			__SCREAMING_SNAKE_CASE							(					lowercase__	:int					)							->	list:
						if n <= 0:
												raise ValueError('Only positive integers have prime factors'					)
						__magic_name__					:				Union[str, Any]				=   []
						while n % 2 == 0:
												pf.append(2					)
												__magic_name__					:				Union[str, Any]				=   int(n / 2					)
						for i in range(3   ,    int(math.sqrt(lowercase__					)					) + 1   ,    2					):
												while n % i == 0:
																		pf.append(lowercase__					)
																		__magic_name__					:				List[str]				=   int(n / i					)
						if n > 2:
												pf.append(lowercase__					)
						return pf
def 			__SCREAMING_SNAKE_CASE							(					lowercase__	:int					)							->	int:
						if n <= 0:
												raise ValueError('Only positive numbers are accepted'					)
						__magic_name__					:				Union[str, Any]				=   1
						__magic_name__					:				Tuple				=   1
						while n % 2 == 0:
												temp += 1
												__magic_name__					:				Any				=   int(n / 2					)
						div *= temp
						for i in range(3   ,    int(math.sqrt(lowercase__					)					) + 1   ,    2					):
												__magic_name__					:				List[Any]				=   1
												while n % i == 0:
																		temp += 1
																		__magic_name__					:				Any				=   int(n / i					)
												div *= temp
						if n > 1:
												div *= 2
						return div
def 			__SCREAMING_SNAKE_CASE							(					lowercase__	:int					)							->	int:
						if n <= 0:
												raise ValueError('Only positive numbers are accepted'					)
						__magic_name__					:				int				=   1
						__magic_name__					:				List[str]				=   1
						while n % 2 == 0:
												temp += 1
												__magic_name__					:				List[Any]				=   int(n / 2					)
						if temp > 1:
												s *= (2**temp - 1) / (2 - 1)
						for i in range(3   ,    int(math.sqrt(lowercase__					)					) + 1   ,    2					):
												__magic_name__					:				int				=   1
												while n % i == 0:
																		temp += 1
																		__magic_name__					:				Optional[Any]				=   int(n / i					)
												if temp > 1:
																		s *= (i**temp - 1) / (i - 1)
						return int(lowercase__					)
def 			__SCREAMING_SNAKE_CASE							(					lowercase__	:int					)							->	int:
						__magic_name__					:				Dict				=   n
						for x in set(prime_factors(lowercase__					)					):
												s *= (x - 1) / x
						return int(lowercase__					)


if __name__ == "__main__":
			import doctest

			doctest.testmod()


