


from __future__ import annotations

from typing import Generic, TypeVar

snake_case__			 =						TypeVar('''T''')


class 					lowerCAmelCase_ (       Generic[T]):




						def __init__(	self						:   Optional[int]   ,     __A						:   T						)      ->None:






									"""simple docstring"""






									a__ :Tuple						  =    data
									a__ :List[Any]						  =    self
									a__ :Optional[Any]						  =    0






class 					lowerCAmelCase_ (       Generic[T]):




						def __init__(	self						:   Optional[Any]						)      ->None:






									"""simple docstring"""






									a__ :dict[T, DisjointSetTreeNode[T]]						  =    {}




						def  _snake_case					(	self						:   Dict   ,     __A						:   T						)      ->None:






									"""simple docstring"""






									a__ :List[Any]						  =    DisjointSetTreeNode(__A						)




						def  _snake_case					(	self						:   str   ,     __A						:   T						)      ->DisjointSetTreeNode[T]:






									"""simple docstring"""






									a__ :Optional[Any]						  =    self.map[data]
									if elem_ref != elem_ref.parent:
												a__ :List[str]						  =    self.find_set(elem_ref.parent.data						)
									return elem_ref.parent




						def  _snake_case					(	self						:   int   ,     __A						:   DisjointSetTreeNode[T]   ,     __A						:   DisjointSetTreeNode[T]						)      ->None:






									"""simple docstring"""






									if nodea.rank > nodea.rank:
												a__ :Union[str, Any]						  =    nodea
									else:
												a__ :Optional[Any]						  =    nodea
												if nodea.rank == nodea.rank:
															nodea.rank += 1






						def  _snake_case					(	self						:   List[str]   ,     __A						:   T   ,     __A						:   T						)      ->None:






									"""simple docstring"""






									self.link(self.find_set(__A						)   ,     self.find_set(__A						)						)






class 					lowerCAmelCase_ (       Generic[T]):




						def __init__(	self						:   List[str]						)      ->None:






									"""simple docstring"""






									a__ :dict[T, dict[T, int]]						  =    {}




						def  _snake_case					(	self						:   List[Any]   ,     __A						:   T						)      ->None:






									"""simple docstring"""






									if node not in self.connections:
												a__ :Dict						  =    {}




						def  _snake_case					(	self						:   int   ,     __A						:   T   ,     __A						:   T   ,     __A						:   int						)      ->None:






									"""simple docstring"""






									self.add_node(__A						)
									self.add_node(__A						)
									a__ :Any						  =    weight
									a__ :List[str]						  =    weight






						def  _snake_case					(	self						:   str						)      ->GraphUndirectedWeighted[T]:






									"""simple docstring"""






									a__ :int						  =    []
									a__ :List[Any]						  =    set()
									for start in self.connections:
												for end in self.connections[start]:
															if (start, end) not in seen:
																		seen.add((end, start)						)
																		edges.append((start, end, self.connections[start][end])						)
									edges.sort(key=lambda __A						: x[2]						)

									# creating the disjoint set
									a__ :int						  =    DisjointSetTree[T]()
									for node in self.connections:
												disjoint_set.make_set(__A						)

									# MST generation
									a__ :int						  =    0
									a__ :Union[str, Any]						  =    0
									a__ :int						  =    GraphUndirectedWeighted[T]()
									while num_edges < len(self.connections						) - 1:
												a__ :List[Any]						  =    edges[index]
												index += 1
												a__ :int						  =    disjoint_set.find_set(__A						)
												a__ :Dict						  =    disjoint_set.find_set(__A						)
												if parent_u != parent_v:
															num_edges += 1
															graph.add_edge(__A   ,     __A   ,     __A						)
															disjoint_set.union(__A   ,     __A						)
									return graph






from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig


snake_case__			 =						{
    '''albert-base-v1''': '''https://huggingface.co/albert-base-v1/resolve/main/config.json''',
    '''albert-large-v1''': '''https://huggingface.co/albert-large-v1/resolve/main/config.json''',
    '''albert-xlarge-v1''': '''https://huggingface.co/albert-xlarge-v1/resolve/main/config.json''',
    '''albert-xxlarge-v1''': '''https://huggingface.co/albert-xxlarge-v1/resolve/main/config.json''',
    '''albert-base-v2''': '''https://huggingface.co/albert-base-v2/resolve/main/config.json''',
    '''albert-large-v2''': '''https://huggingface.co/albert-large-v2/resolve/main/config.json''',
    '''albert-xlarge-v2''': '''https://huggingface.co/albert-xlarge-v2/resolve/main/config.json''',
    '''albert-xxlarge-v2''': '''https://huggingface.co/albert-xxlarge-v2/resolve/main/config.json''',
}


class 					lowerCAmelCase_ (       _a):
						lowerCamelCase_         =     'albert'




						def __init__(	self						:   Any   ,     __A						:   Optional[int]=30000   ,     __A						:   List[str]=128   ,     __A						:   int=4096   ,     __A						:   Any=12   ,     __A						:   Union[str, Any]=1   ,     __A						:   Optional[int]=64   ,     __A						:   Dict=16384   ,     __A						:   List[str]=1   ,     __A						:   Any="gelu_new"   ,     __A						:   List[Any]=0   ,     __A						:   str=0   ,     __A						:   List[str]=512   ,     __A						:   Optional[Any]=2   ,     __A						:   Tuple=0.02   ,     __A						:   int=1E-12   ,     __A						:   str=0.1   ,     __A						:   Optional[Any]="absolute"   ,     __A						:   Tuple=0   ,     __A						:   str=2   ,     __A						:   Union[str, Any]=3   ,     **__A						:   Union[str, Any]   ,     )      ->str:






									"""simple docstring"""






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

									a__ :Tuple						  =    vocab_size
									a__ :Dict						  =    embedding_size
									a__ :Union[str, Any]						  =    hidden_size
									a__ :int						  =    num_hidden_layers
									a__ :List[Any]						  =    num_hidden_groups
									a__ :str						  =    num_attention_heads
									a__ :Optional[Any]						  =    inner_group_num
									a__ :Any						  =    hidden_act
									a__ :Optional[int]						  =    intermediate_size
									a__ :Optional[Any]						  =    hidden_dropout_prob
									a__ :Optional[int]						  =    attention_probs_dropout_prob
									a__ :int						  =    max_position_embeddings
									a__ :List[Any]						  =    type_vocab_size
									a__ :Dict						  =    initializer_range
									a__ :Optional[int]						  =    layer_norm_eps
									a__ :Optional[Any]						  =    classifier_dropout_prob
									a__ :Optional[Any]						  =    position_embedding_type






class 					lowerCAmelCase_ (       _a):




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






									"""simple docstring"""






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


