




from ...configuration_utils import PretrainedConfig




class    __lowerCAmelCase       (							snake_case_):
       _a 					=						"""bert-generation"""






       def __init__(   self:					List[str]       ,					_lowerCAmelCase:					int=5_03_58       ,					_lowerCAmelCase:					Union[str, Any]=10_24       ,					_lowerCAmelCase:					Optional[int]=24       ,					_lowerCAmelCase:					Any=16       ,					_lowerCAmelCase:					Optional[int]=40_96       ,					_lowerCAmelCase:					Tuple="gelu"       ,					_lowerCAmelCase:					Tuple=0.1       ,					_lowerCAmelCase:					int=0.1       ,					_lowerCAmelCase:					Tuple=5_12       ,					_lowerCAmelCase:					List[str]=0.02       ,					_lowerCAmelCase:					Tuple=1e-1_2       ,					_lowerCAmelCase:					str=0       ,					_lowerCAmelCase:					int=2       ,					_lowerCAmelCase:					Optional[int]=1       ,					_lowerCAmelCase:					Tuple="absolute"       ,					_lowerCAmelCase:					Optional[int]=True       ,					**_lowerCAmelCase:					int       ,					):
         super().__init__(pad_token_id=_lowerCAmelCase       ,					bos_token_id=_lowerCAmelCase       ,					eos_token_id=_lowerCAmelCase       ,					**_lowerCAmelCase				)

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









from collections import defaultdict

from graphs.minimum_spanning_tree_prims import prisms_algorithm as mst



def       UpperCAmelCase__  (     ):
  lowercase	,    lowercase    :Union[str, Any]      	=						9, 14  # noqa: F841
  lowercase    :Optional[Any]      	=						[
      [0, 1, 4],
      [0, 7, 8],
      [1, 2, 8],
      [7, 8, 7],
      [7, 6, 1],
      [2, 8, 2],
      [8, 6, 6],
      [2, 3, 7],
      [2, 5, 4],
      [6, 5, 2],
      [3, 5, 14],
      [3, 4, 9],
      [5, 4, 10],
      [1, 7, 11],
  ]

  lowercase    :Optional[Any]      	=						defaultdict(lowerCamelCase   )
  for nodea, nodea, cost in edges:
    adjancency[nodea].append([nodea, cost]   )
    adjancency[nodea].append([nodea, cost]   )

  lowercase    :Optional[int]      	=						mst(lowerCamelCase   )

  lowercase    :Any      	=						[
      [7, 6, 1],
      [2, 8, 2],
      [6, 5, 2],
      [0, 1, 4],
      [2, 5, 4],
      [2, 3, 7],
      [0, 7, 8],
      [3, 4, 9],
  ]

  for answer in expected:
    lowercase    :Any      	=						tuple(answer[:2]   )
    lowercase    :str      	=						tuple(edge[::-1]   )
    assert edge in result or reverse in result



