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.