

"""simple docstring"""




from ...configuration_utils import PretrainedConfig
from ...utils import logging


__A	:       Dict        =						logging.get_logger(__name__)

__A	:       Tuple        =						{
    """uw-madison/nystromformer-512""": """https://huggingface.co/uw-madison/nystromformer-512/resolve/main/config.json""",
    # See all Nystromformer models at https://huggingface.co/models?filter=nystromformer
}





class      __UpperCamelCase					(  __lowercase		):
		SCREAMING_SNAKE_CASE														=       '''nystromformer'''


		def __init__(self					:						Optional[int]	,	__SCREAMING_SNAKE_CASE					:						List[Any]=3_0_0_0_0	,	__SCREAMING_SNAKE_CASE					:						Optional[int]=7_6_8	,	__SCREAMING_SNAKE_CASE					:						List[str]=1_2	,	__SCREAMING_SNAKE_CASE					:						Tuple=1_2	,	__SCREAMING_SNAKE_CASE					:						Optional[Any]=3_0_7_2	,	__SCREAMING_SNAKE_CASE					:						List[Any]="gelu_new"	,	__SCREAMING_SNAKE_CASE					:						Dict=0.1	,	__SCREAMING_SNAKE_CASE					:						int=0.1	,	__SCREAMING_SNAKE_CASE					:						Optional[Any]=5_1_0	,	__SCREAMING_SNAKE_CASE					:						int=2	,	__SCREAMING_SNAKE_CASE					:						Any=6_4	,	__SCREAMING_SNAKE_CASE					:						Union[str, Any]=6_4	,	__SCREAMING_SNAKE_CASE					:						Union[str, Any]=6_5	,	__SCREAMING_SNAKE_CASE					:						Optional[Any]=False	,	__SCREAMING_SNAKE_CASE					:						List[str]=0.0_2	,	__SCREAMING_SNAKE_CASE					:						Tuple=1E-5	,	__SCREAMING_SNAKE_CASE					:						Dict=1	,	__SCREAMING_SNAKE_CASE					:						Optional[int]=0	,	__SCREAMING_SNAKE_CASE					:						Union[str, Any]=2	,	**__SCREAMING_SNAKE_CASE					:						int	,	):
							A     =   vocab_size
							A     =   max_position_embeddings
							A     =   hidden_size
							A     =   num_hidden_layers
							A     =   num_attention_heads
							A     =   intermediate_size
							A     =   hidden_act
							A     =   hidden_dropout_prob
							A     =   attention_probs_dropout_prob
							A     =   initializer_range
							A     =   type_vocab_size
							A     =   segment_means_seq_len
							A     =   num_landmarks
							A     =   conv_kernel_size
							A     =   inv_coeff_init_option
							A     =   layer_norm_eps
							super().__init__(pad_token_id=_UpperCamelCase	,	bos_token_id=_UpperCamelCase	,	eos_token_id=_UpperCamelCase	,	**_UpperCamelCase)













from __future__ import annotations

from collections.abc import Iterable, Iterator
from typing import Any, Generic, TypeVar

__snake_case     :     str       =  TypeVar("""T""", bound=bool)


class      __SCREAMING_SNAKE_CASE       ( Generic[T]):






						def __init__(						self  ,    _UpperCamelCase ):






												"""simple docstring"""
												lowerCAmelCase__         =    value
												lowerCAmelCase__         =    None
												lowerCAmelCase__         =    None






						@property
						def    UpperCamelCase__   (						self ):






												"""simple docstring"""
												return self._value







						@staticmethod
						def    UpperCamelCase__   (						_UpperCamelCase  ,    _UpperCamelCase ):






												"""simple docstring"""
												if not roota:
																		return roota

												if not roota:
																		return roota

												if roota.value > roota.value:
																		lowerCAmelCase__    ,							lowerCAmelCase__         =    roota, roota

												lowerCAmelCase__         =    roota
												lowerCAmelCase__         =    roota.right
												lowerCAmelCase__         =    roota.left
												lowerCAmelCase__         =    SkewNode.merge(_UpperCamelCase  ,    _UpperCamelCase )

												return result




class      __SCREAMING_SNAKE_CASE       ( Generic[T]):






						def __init__(						self  ,    _UpperCamelCase = () ):






												"""simple docstring"""
												lowerCAmelCase__         =    None
												if data:
																		for item in data:
																								self.insert(_UpperCamelCase )






						def __bool__(						self ):






												"""simple docstring"""
												return self._root is not None






						def __iter__(						self ):






												"""simple docstring"""
												lowerCAmelCase__         =    []
												while self:
																		result.append(self.pop() )

												# Pushing items back to the heap not to clear it.
												for item in result:
																		self.insert(_UpperCamelCase )

												return iter(_UpperCamelCase )






						def    UpperCamelCase__   (						self  ,    _UpperCamelCase ):






												"""simple docstring"""
												lowerCAmelCase__         =    SkewNode.merge(self._root  ,    SkewNode(_UpperCamelCase ) )






						def    UpperCamelCase__   (						self ):






												"""simple docstring"""
												lowerCAmelCase__         =    self.top()
												lowerCAmelCase__         =    (
												    SkewNode.merge(self._root.left  ,    self._root.right ) if self._root else None
												)

												return result






						def    UpperCamelCase__   (						self ):






												"""simple docstring"""
												if not self._root:
																		raise IndexError('Can\'t get top element for the empty heap.' )
												return self._root.value







						def    UpperCamelCase__   (						self ):






												"""simple docstring"""
												lowerCAmelCase__         =    None


if __name__ == "__main__":
					import doctest

					doctest.testmod()





