
"""simple docstring"""







from collections import OrderedDict
from typing import Mapping

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


lowerCamelCase__        =		logging.get_logger(__name__)

lowerCamelCase__        =		{
    """andreasmadsen/efficient_mlm_m0.40""": (
        """https://huggingface.co/andreasmadsen/efficient_mlm_m0.40/resolve/main/config.json"""
    ),
}




class 			A__	(     _lowerCamelCase):
		A_						:	str           =     'roberta-prelayernorm'

		def __init__(				self	,		_SCREAMING_SNAKE_CASE=5_02_65	,		_SCREAMING_SNAKE_CASE=7_68	,		_SCREAMING_SNAKE_CASE=12	,		_SCREAMING_SNAKE_CASE=12	,		_SCREAMING_SNAKE_CASE=30_72	,		_SCREAMING_SNAKE_CASE="gelu"	,		_SCREAMING_SNAKE_CASE=0.1	,		_SCREAMING_SNAKE_CASE=0.1	,		_SCREAMING_SNAKE_CASE=5_12	,		_SCREAMING_SNAKE_CASE=2	,		_SCREAMING_SNAKE_CASE=0.02	,		_SCREAMING_SNAKE_CASE=1E-12	,		_SCREAMING_SNAKE_CASE=1	,		_SCREAMING_SNAKE_CASE=0	,		_SCREAMING_SNAKE_CASE=2	,		_SCREAMING_SNAKE_CASE="absolute"	,		_SCREAMING_SNAKE_CASE=True	,		_SCREAMING_SNAKE_CASE=None	,		**_SCREAMING_SNAKE_CASE	,		):
			super().__init__(pad_token_id=_SCREAMING_SNAKE_CASE	,		bos_token_id=_SCREAMING_SNAKE_CASE	,		eos_token_id=_SCREAMING_SNAKE_CASE	,		**_SCREAMING_SNAKE_CASE			)

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




class 			A__	(     _lowerCamelCase):

		@property
		def 							__lowerCamelCase							(				self			):
			if self.task == "multiple-choice":
				__lowerCAmelCase      :						Tuple						      =				{0: 'batch', 1: 'choice', 2: 'sequence'}
			else:
				__lowerCAmelCase      :						int						      =				{0: 'batch', 1: 'sequence'}
			return OrderedDict(
			    [
			        ('input_ids', dynamic_axis),
			        ('attention_mask', dynamic_axis),
			    ]			)

"""simple docstring"""







class 			A__	:

		def __init__(				self	,		_SCREAMING_SNAKE_CASE			):
			__lowerCAmelCase      :						List[Any]						      =				size
			__lowerCAmelCase      :						str						      =				[0] * size
			__lowerCAmelCase      :						Any						      =				[0] * size

		@staticmethod
		def 							__lowerCamelCase							(				_SCREAMING_SNAKE_CASE			):
			return index | (index + 1)

		@staticmethod
		def 							__lowerCamelCase							(				_SCREAMING_SNAKE_CASE			):
			return (index & (index + 1)) - 1

		def 							__lowerCamelCase							(				self	,		_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE			):
			__lowerCAmelCase      :						Any						      =				value
			while index < self.size:
				__lowerCAmelCase      :						Dict						      =				self.get_prev(_SCREAMING_SNAKE_CASE			) + 1
				if current_left_border == index:
					__lowerCAmelCase      :						Any						      =				value
				else:
					__lowerCAmelCase      :						Any						      =				max(_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE			)
				__lowerCAmelCase      :						List[Any]						      =				self.get_next(_SCREAMING_SNAKE_CASE			)







		def 							__lowerCamelCase							(				self	,		_SCREAMING_SNAKE_CASE	,		_SCREAMING_SNAKE_CASE			):
			right -= 1  # Because of right is exclusive
			__lowerCAmelCase      :						Optional[int]						      =				0
			while left <= right:
				__lowerCAmelCase      :						Optional[int]						      =				self.get_prev(_SCREAMING_SNAKE_CASE			)
				if left <= current_left:
					__lowerCAmelCase      :						Optional[Any]						      =				max(_SCREAMING_SNAKE_CASE	,		self.tree[right]			)
					__lowerCAmelCase      :						Optional[Any]						      =				current_left
				else:
					__lowerCAmelCase      :						List[str]						      =				max(_SCREAMING_SNAKE_CASE	,		self.arr[right]			)
					right -= 1
			return result


if __name__ == "__main__":
							import doctest

							doctest.testmod()