


"""simple docstring"""
from collections import OrderedDict
from typing import Mapping

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


__SCREAMING_SNAKE_CASE							:      Any						=      logging.get_logger(__name__)

__SCREAMING_SNAKE_CASE							:      Optional[Any]						=      {
    'roberta-base': 'https://huggingface.co/roberta-base/resolve/main/config.json',
    'roberta-large': 'https://huggingface.co/roberta-large/resolve/main/config.json',
    'roberta-large-mnli': 'https://huggingface.co/roberta-large-mnli/resolve/main/config.json',
    'distilroberta-base': 'https://huggingface.co/distilroberta-base/resolve/main/config.json',
    'roberta-base-openai-detector': 'https://huggingface.co/roberta-base-openai-detector/resolve/main/config.json',
    'roberta-large-openai-detector': 'https://huggingface.co/roberta-large-openai-detector/resolve/main/config.json',
}





class        __A       (snake_case__):





							'''simple docstring'''

							__lowercase:						str							 =      """roberta"""



							def __init__(			self							: List[Any]						,    UpperCAmelCase_							: str=50_265						,    UpperCAmelCase_							: List[str]=768						,    UpperCAmelCase_							: int=12						,    UpperCAmelCase_							: List[Any]=12						,    UpperCAmelCase_							: str=3_072						,    UpperCAmelCase_							: Union[str, Any]="gelu"						,    UpperCAmelCase_							: List[str]=0.1						,    UpperCAmelCase_							: Any=0.1						,    UpperCAmelCase_							: Union[str, Any]=512						,    UpperCAmelCase_							: Optional[Any]=2						,    UpperCAmelCase_							: int=0.02						,    UpperCAmelCase_							: Optional[Any]=1E-12						,    UpperCAmelCase_							: Optional[int]=1						,    UpperCAmelCase_							: Union[str, Any]=0						,    UpperCAmelCase_							: str=2						,    UpperCAmelCase_							: Dict="absolute"						,    UpperCAmelCase_							: Optional[Any]=True						,    UpperCAmelCase_							: str=None						,    **UpperCAmelCase_							: Union[str, Any]						,    )   ->Tuple:



														"""simple docstring"""



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

														snake_case_          =						vocab_size
														snake_case_          =						hidden_size
														snake_case_          =						num_hidden_layers
														snake_case_          =						num_attention_heads
														snake_case_          =						hidden_act
														snake_case_          =						intermediate_size
														snake_case_          =						hidden_dropout_prob
														snake_case_          =						attention_probs_dropout_prob
														snake_case_          =						max_position_embeddings
														snake_case_          =						type_vocab_size
														snake_case_          =						initializer_range
														snake_case_          =						layer_norm_eps
														snake_case_          =						position_embedding_type
														snake_case_          =						use_cache
														snake_case_          =						classifier_dropout





class        __A       (snake_case__):





							'''simple docstring'''

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



														"""simple docstring"""



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







"""simple docstring"""
from __future__ import annotations

from collections.abc import Iterator





class        __A       :





							'''simple docstring'''

							def __init__(			self							: Any						,    UpperCAmelCase_							: int    )   ->None:



														"""simple docstring"""



														snake_case_          =						value
														snake_case_          =						None
														snake_case_          =						None





class        __A       :





							'''simple docstring'''

							def __init__(			self							: List[Any]						,    UpperCAmelCase_							: Node    )   ->None:



														"""simple docstring"""



														snake_case_          =						tree



							def 						lowerCAmelCase    (			self							: List[str]						,    UpperCAmelCase_							: Node | None    )   ->int:



														"""simple docstring"""



														if node is None:
																					return 0
														return node.value + (
														    self.depth_first_search(node.left    ) + self.depth_first_search(node.right    )
														)



							def __iter__(			self							: str    )   ->Iterator[int]:



														"""simple docstring"""



														yield self.depth_first_search(self.tree    )


if __name__ == "__main__":
				import doctest

				doctest.testmod()



