


"""simple docstring"""


def   snake_case		(     UpperCamelCase__       :						int    )   ->      List[str]:
      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   snake_case		(     UpperCamelCase__       :						dict[int, list[int]]    )   ->      list[tuple[int, int]]:
      lowerCamelCase					:					Any        =	0
      lowerCamelCase					:					int        =	len(UpperCamelCase__    )  # No of vertices in graph
      lowerCamelCase					:					Any        =	[0] * n
      lowerCamelCase					:					str        =	[False] * n

      def dfs(UpperCamelCase__       :						Union[str, Any]			,				UpperCamelCase__       :						Optional[Any]			,				UpperCamelCase__       :						Any			,				UpperCamelCase__       :						Dict    ):
            lowerCamelCase					:					Dict        =	True
            lowerCamelCase					:					Tuple        =	id_
            id_ += 1
            for to in graph[at]:
                  if to == parent:
                        pass
                  elif not visited[to]:
                        dfs(UpperCamelCase__			,				UpperCamelCase__			,				UpperCamelCase__			,				id_    )
                        lowerCamelCase					:					Optional[Any]        =	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
                        lowerCamelCase					:					Union[str, Any]        =	min(low[at]			,				low[to]    )

      lowerCamelCase					:					list[tuple[int, int]]        =	[]
      for i in range(UpperCamelCase__    ):
            if not visited[i]:
                  dfs(UpperCamelCase__			,				-1			,				UpperCamelCase__			,				id_    )
      return bridges


if __name__ == "__main__":
    import doctest

    doctest.testmod()








"""simple docstring"""


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


__lowerCamelCase      :Tuple	    =		logging.get_logger(__name__)

__lowerCamelCase      :Any	    =		{
    'vinvino02/glpn-kitti': 'https://huggingface.co/vinvino02/glpn-kitti/resolve/main/config.json',
    # See all GLPN models at https://huggingface.co/models?filter=glpn
}


class 			A__	(						__lowercase):


     """simple docstring"""
     snake_case__	:					Tuple													='''glpn'''

     def __init__(	self:						Dict     ,		__a:						List[str]=3     ,		__a:						Optional[int]=4     ,		__a:						Dict=[2, 2, 2, 2]     ,		__a:						str=[8, 4, 2, 1]     ,		__a:						Optional[int]=[32, 64, 160, 256]     ,		__a:						Dict=[7, 3, 3, 3]     ,		__a:						Dict=[4, 2, 2, 2]     ,		__a:						Optional[Any]=[1, 2, 5, 8]     ,		__a:						Tuple=[4, 4, 4, 4]     ,		__a:						int="gelu"     ,		__a:						Union[str, Any]=0.0     ,		__a:						str=0.0     ,		__a:						Union[str, Any]=0.02     ,		__a:						str=0.1     ,		__a:						Union[str, Any]=1e-6     ,		__a:						Any=64     ,		__a:						Dict=10     ,		__a:						Union[str, Any]=-1     ,		**__a:						Optional[Any]     ,		)->    Dict:
           super().__init__(**__a	)

           lowerCamelCase					:					Dict        =	num_channels
           lowerCamelCase					:					Any        =	num_encoder_blocks
           lowerCamelCase					:					Dict        =	depths
           lowerCamelCase					:					List[str]        =	sr_ratios
           lowerCamelCase					:					Dict        =	hidden_sizes
           lowerCamelCase					:					Tuple        =	patch_sizes
           lowerCamelCase					:					Optional[int]        =	strides
           lowerCamelCase					:					Optional[Any]        =	mlp_ratios
           lowerCamelCase					:					Union[str, Any]        =	num_attention_heads
           lowerCamelCase					:					List[str]        =	hidden_act
           lowerCamelCase					:					Any        =	hidden_dropout_prob
           lowerCamelCase					:					Optional[int]        =	attention_probs_dropout_prob
           lowerCamelCase					:					List[Any]        =	initializer_range
           lowerCamelCase					:					Dict        =	drop_path_rate
           lowerCamelCase					:					Any        =	layer_norm_eps
           lowerCamelCase					:					Optional[Any]        =	decoder_hidden_size
           lowerCamelCase					:					Tuple        =	max_depth
           lowerCamelCase					:					Optional[Any]        =	head_in_index




