





'''simple docstring'''

def 							UpperCAmelCase_    (	lowerCAmelCase_							):

				"""simple docstring"""






				return [
				    {
				        0: [1, 2],
				        1: [0, 2],
				        2: [0, 1, 3, 5],
				        3: [2, 4],
				        4: [3],
				        5: [2, 6, 8],
				        6: [5, 7],
				        7: [6, 8],
				        8: [5, 7],
				    },
				    {
				        0: [6],
				        1: [9],
				        2: [4, 5],
				        3: [4],
				        4: [2, 3],
				        5: [2],
				        6: [0, 7],
				        7: [6],
				        8: [],
				        9: [1],
				    },
				    {
				        0: [4],
				        1: [6],
				        2: [],
				        3: [5, 6, 7],
				        4: [0, 6],
				        5: [3, 8, 9],
				        6: [1, 3, 4, 7],
				        7: [3, 6, 8, 9],
				        8: [5, 7],
				        9: [5, 7],
				    },
				    {
				        0: [1, 3],
				        1: [0, 2, 4],
				        2: [1, 3, 4],
				        3: [0, 2, 4],
				        4: [1, 2, 3],
				    },
				][index]







def 							UpperCAmelCase_    (	lowerCAmelCase_							):

				"""simple docstring"""






				lowercase         = 0
				lowercase         = len(lowerCAmelCase_							)  # No of vertices in graph
				lowercase         = [0] * n
				lowercase         = [False] * n

				def dfs(lowerCAmelCase_		,							lowerCAmelCase_		,							lowerCAmelCase_		,							lowerCAmelCase_							):
								lowercase         = True
								lowercase         = id_
								id_ += 1
								for to in graph[at]:
												if to == parent:
																pass
												elif not visited[to]:
																dfs(lowerCAmelCase_		,							lowerCAmelCase_		,							lowerCAmelCase_		,							id_							)
																lowercase         = min(low[at]		,							low[to]							)
																if id_ <= low[to]:
																				bridges.append((at, to) if at < to else (to, at)							)
												else:
																# This edge is a back edge and cannot be a bridge
																lowercase         = min(low[at]		,							low[to]							)

				lowercase         = []
				for i in range(lowerCAmelCase_							):
								if not visited[i]:
												dfs(lowerCAmelCase_		,							-1		,							lowerCAmelCase_		,							id_							)
				return bridges


if __name__ == "__main__":
			import doctest

			doctest.testmod()











'''simple docstring'''

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


__lowerCamelCase : Optional[Any]											=			logging.get_logger(__name__)

__lowerCamelCase : Optional[Any]											=			{
    "facebook/vit-mae-base": "https://huggingface.co/facebook/vit-mae-base/resolve/main/config.json",
    # See all ViT MAE models at https://huggingface.co/models?filter=vit-mae
}

class       UpperCAmelCase (						_lowercase  ):
		UpperCAmelCase					:	Union[str, Any] 			=		'''vit_mae'''




		def __init__(self      :	Dict							,			A__      :	Tuple=7_6_8							,			A__      :	str=1_2							,			A__      :	Dict=1_2							,			A__      :	Optional[Any]=3_0_7_2							,			A__      :	Union[str, Any]="gelu"							,			A__      :	Optional[int]=0.0							,			A__      :	str=0.0							,			A__      :	Optional[Any]=0.0_2							,			A__      :	Optional[Any]=1e-12							,			A__      :	Tuple=2_2_4							,			A__      :	str=1_6							,			A__      :	Optional[int]=3							,			A__      :	List[Any]=True							,			A__      :	Dict=1_6							,			A__      :	Dict=5_1_2							,			A__      :	Dict=8							,			A__      :	Union[str, Any]=2_0_4_8							,			A__      :	str=0.7_5							,			A__      :	str=False							,			**A__      :	Any							,			)					-> Union[str, Any]:
						super().__init__(**A__				)

						lowercase         = hidden_size
						lowercase         = num_hidden_layers
						lowercase         = num_attention_heads
						lowercase         = intermediate_size
						lowercase         = hidden_act
						lowercase         = hidden_dropout_prob
						lowercase         = attention_probs_dropout_prob
						lowercase         = initializer_range
						lowercase         = layer_norm_eps
						lowercase         = image_size
						lowercase         = patch_size
						lowercase         = num_channels
						lowercase         = qkv_bias
						lowercase         = decoder_num_attention_heads
						lowercase         = decoder_hidden_size
						lowercase         = decoder_num_hidden_layers
						lowercase         = decoder_intermediate_size
						lowercase         = mask_ratio
						lowercase         = norm_pix_loss




