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2021-03-24 08-48

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Train

  • 10,000 randon generate graph
  • trainset
  • networkx.generators.random_graphs.powerlaw_cluster_graph(n=200, m=4, p=0.05)

Valid

  • 100 randon generate graph
  • validset
  • networkx.generators.random_graphs.powerlaw_cluster_graph(n=200, m=4, p=0.05)

Others

  • loss: BCELoss
  • GT: sigmoid(cc[det] - cc[src])
  • batch_size: 32
  • epochs: 100
  • Save model based on best validation evaluation of top 10