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Comprehensive Overview of GNN Experiments: Hardware, Hyperparameters, and Findings

  • This news article provides a comprehensive overview of GNN experiments, including hardware, hyperparameters, and findings.
  • The experiments were conducted on a machine with two Intel Xeon Gold CPUs and four NVIDIA Tesla V100 GPUs.
  • The hyperparameters were kept consistent across different models, and each experiment was trained until convergence.
  • Additional experiments were conducted on datasets such as Citeseer, Cora Full, and OGBN-arxiv, confirming the consistency of the theoretical structures.

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