






from collections import OrderedDict
from typing import Mapping

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


_UpperCamelCase   :						Optional[Any]     						= logging.get_logger(__name__)

_UpperCamelCase   :						Union[str, Any]     						= {
    """google/electra-small-generator""": """https://huggingface.co/google/electra-small-generator/resolve/main/config.json""",
    """google/electra-base-generator""": """https://huggingface.co/google/electra-base-generator/resolve/main/config.json""",
    """google/electra-large-generator""": """https://huggingface.co/google/electra-large-generator/resolve/main/config.json""",
    """google/electra-small-discriminator""": (
        """https://huggingface.co/google/electra-small-discriminator/resolve/main/config.json"""
    ),
    """google/electra-base-discriminator""": (
        """https://huggingface.co/google/electra-base-discriminator/resolve/main/config.json"""
    ),
    """google/electra-large-discriminator""": (
        """https://huggingface.co/google/electra-large-discriminator/resolve/main/config.json"""
    ),
}






class __a   (   snake_case_				):
  __lowercase    :    Union[str, Any]						=					'electra'



  def __init__(self  :		Optional[int]				,			lowercase_  :		int=30_522				,			lowercase_  :		int=128				,			lowercase_  :		Union[str, Any]=256				,			lowercase_  :		List[str]=12				,			lowercase_  :		Any=4				,			lowercase_  :		str=1_024				,			lowercase_  :		Union[str, Any]="gelu"				,			lowercase_  :		str=0.1				,			lowercase_  :		Union[str, Any]=0.1				,			lowercase_  :		Optional[Any]=512				,			lowercase_  :		int=2				,			lowercase_  :		Any=0.02				,			lowercase_  :		Optional[int]=1E-12				,			lowercase_  :		str="first"				,			lowercase_  :		str=True				,			lowercase_  :		int="gelu"				,			lowercase_  :		Optional[int]=0.1				,			lowercase_  :		Any=0				,			lowercase_  :		Tuple="absolute"				,			lowercase_  :		List[Any]=True				,			lowercase_  :		str=None				,			**lowercase_  :		Optional[Any]				,			)		->							Optional[int]:
   super().__init__(pad_token_id=lowercase_				,			**lowercase_   )

   __A	:       List[str]       =	vocab_size
   __A	:       List[str]       =	embedding_size
   __A	:       str       =	hidden_size
   __A	:       int       =	num_hidden_layers
   __A	:       Any       =	num_attention_heads
   __A	:       List[str]       =	intermediate_size
   __A	:       int       =	hidden_act
   __A	:       List[str]       =	hidden_dropout_prob
   __A	:       List[str]       =	attention_probs_dropout_prob
   __A	:       int       =	max_position_embeddings
   __A	:       Any       =	type_vocab_size
   __A	:       Any       =	initializer_range
   __A	:       Optional[int]       =	layer_norm_eps

   __A	:       Any       =	summary_type
   __A	:       List[Any]       =	summary_use_proj
   __A	:       List[Any]       =	summary_activation
   __A	:       str       =	summary_last_dropout
   __A	:       Any       =	position_embedding_type
   __A	:       Union[str, Any]       =	use_cache
   __A	:       List[Any]       =	classifier_dropout






class __a   (   snake_case_				):



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













"""simple docstring"""


import math




def 				a (     UpperCamelCase_							:				int		)  ->		list[int]:
 if not isinstance(UpperCamelCase_     ,	UpperCamelCase_		):
  __A	:       Any       =	F"Input value of [number={number}] must be an integer"
  raise TypeError(UpperCamelCase_		)
 if number < 1:
  __A	:       int       =	F"Input value of [number={number}] must be a positive integer"
  raise ValueError(UpperCamelCase_		)
 __A	:       Optional[Any]       =	[number]
 while number != 1:
  if number % 2 == 0:
   __A	:       Optional[int]       =	math.floor(math.sqrt(UpperCamelCase_		)		)
  else:
   __A	:       List[str]       =	math.floor(
       math.sqrt(UpperCamelCase_		) * math.sqrt(UpperCamelCase_		) * math.sqrt(UpperCamelCase_		)		)
  sequence.append(UpperCamelCase_		)
 return sequence


if __name__ == "__main__":
   import doctest

   doctest.testmod()





