'''simple docstring'''





from collections import OrderedDict
from typing import Mapping

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


lowerCAmelCase_	:		str			=     logging.get_logger(__name__)

lowerCAmelCase_	:		List[Any]			=     {
    """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 		SCREAMING_SNAKE_CASE     (					SCREAMING_SNAKE_CASE	):







				'''simple docstring'''
				UpperCAmelCase__							=							'''ibert'''





				def __init__(						self					:						Optional[Any]       ,		lowercase__					:						Dict=30_522       ,		lowercase__					:						Tuple=768       ,		lowercase__					:						List[str]=12       ,		lowercase__					:						List[str]=12       ,		lowercase__					:						Optional[int]=3_072       ,		lowercase__					:						Optional[int]="gelu"       ,		lowercase__					:						Union[str, Any]=0.1       ,		lowercase__					:						List[Any]=0.1       ,		lowercase__					:						List[str]=512       ,		lowercase__					:						Optional[int]=2       ,		lowercase__					:						Optional[int]=0.0_2       ,		lowercase__					:						Union[str, Any]=1e-12       ,		lowercase__					:						Union[str, Any]=1       ,		lowercase__					:						Union[str, Any]=0       ,		lowercase__					:						Optional[Any]=2       ,		lowercase__					:						Union[str, Any]="absolute"       ,		lowercase__					:						Optional[int]=False       ,		lowercase__					:						Dict="none"       ,		**lowercase__					:						str       ,		)							->int:


										'''simple docstring'''




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

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





class 		SCREAMING_SNAKE_CASE     (					SCREAMING_SNAKE_CASE	):







				'''simple docstring'''





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


										'''simple docstring'''




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



'''simple docstring'''





from __future__ import annotations

from cmath import sqrt
def 						__A							(     UpperCAmelCase     ,UpperCAmelCase     ,UpperCAmelCase					)     ->			tuple[complex, complex]:




						'''simple docstring'''

						if a == 0:
												raise ValueError("Coefficient 'a' must not be zero."					)
						_UpperCamelCase			:			List[str]   			=						b * b - 4 * a * c

						_UpperCamelCase			:			Dict   			=						(-b + sqrt(UpperCAmelCase					)) / (2 * a)
						_UpperCamelCase			:			Optional[int]   			=						(-b - sqrt(UpperCAmelCase					)) / (2 * a)

						return (
						    root_a.real if not root_a.imag else root_a,
						    root_a.real if not root_a.imag else root_a,
						)
def 						__A							(     )     ->			List[Any]:




						'''simple docstring'''
						_UpperCamelCase			,       _UpperCamelCase			:			Any   			=						quadratic_roots(a=5     ,b=6     ,c=1					)
						print(f'''The solutions are: {solutiona} and {solutiona}'''					)


if __name__ == "__main__":
			main()


