



"""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_         = {
    """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_    (  SCREAMING_SNAKE_CASE_       ):



						"""simple docstring"""
						__UpperCamelCase	       =							"""electra"""






						def __init__(      self				:Optional[Any]     ,						lowercase_				:str=3_05_22     ,						lowercase_				:Optional[Any]=1_28     ,						lowercase_				:Optional[int]=2_56     ,						lowercase_				:Dict=12     ,						lowercase_				:List[str]=4     ,						lowercase_				:Tuple=10_24     ,						lowercase_				:List[str]="gelu"     ,						lowercase_				:int=0.1     ,						lowercase_				:int=0.1     ,						lowercase_				:List[Any]=5_12     ,						lowercase_				:Tuple=2     ,						lowercase_				:Union[str, Any]=0.02     ,						lowercase_				:List[str]=1E-12     ,						lowercase_				:List[Any]="first"     ,						lowercase_				:List[Any]=True     ,						lowercase_				:Optional[int]="gelu"     ,						lowercase_				:int=0.1     ,						lowercase_				:int=0     ,						lowercase_				:Optional[int]="absolute"     ,						lowercase_				:int=True     ,						lowercase_				:Dict=None     ,						**lowercase_				:List[str]     ,						)       ->    Optional[Any]:
												super().__init__(pad_token_id=lowercase_     ,						**lowercase_      )

												UpperCAmelCase    =				vocab_size
												UpperCAmelCase    =				embedding_size
												UpperCAmelCase    =				hidden_size
												UpperCAmelCase    =				num_hidden_layers
												UpperCAmelCase    =				num_attention_heads
												UpperCAmelCase    =				intermediate_size
												UpperCAmelCase    =				hidden_act
												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    =				summary_type
												UpperCAmelCase    =				summary_use_proj
												UpperCAmelCase    =				summary_activation
												UpperCAmelCase    =				summary_last_dropout
												UpperCAmelCase    =				position_embedding_type
												UpperCAmelCase    =				use_cache
												UpperCAmelCase    =				classifier_dropout







class    A_    (  SCREAMING_SNAKE_CASE_       ):



						"""simple docstring"""






						@property
						def 			UpperCAmelCase__  (      self				:List[Any]      )       ->    Mapping[str, Mapping[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),
												        ('token_type_ids', dynamic_axis),
												    ]      )










"""simple docstring"""


from math import exp

def 				_lowerCAmelCase   (     lowercase_		):
						return 8 * x - 2 * exp(-x		)

def 				_lowerCAmelCase   (     lowercase_	,			lowercase_	,			lowercase_		):
						UpperCAmelCase    =				lower_bound
						UpperCAmelCase    =				upper_bound
						for _ in range(0	,			lowercase_		):
												UpperCAmelCase   ,					UpperCAmelCase    =				xa, xa - (f(lowercase_		) * (xa - xa)) / (f(lowercase_		) - f(lowercase_		))
						return xa


if __name__ == "__main__":
				print(f'''Example: {secant_method(1, 3, 2)}''')





