GCN Training on AmazonProducts
7Peak Memory Consumption (GB)Morphling
Evaluation Results
| Method | Links | |
|---|---|---|
| MorphlingBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU2025.12 | 7 | |
| MorphlingBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU2025.12 | 9.03 | |
| DGLBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU, Version=v2.1.02025.12 | 11.84 | |
| DGLBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU, Version=v2.1.02025.12 | 25.1 | |
| PyGBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU, Version=v2.6.12025.12 | 57.12 | |
| PyGBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU, Version=v2.6.1, Note=Lower bound measurement taken on a 75% subsampled graph due to OOM2025.12 | 140.24 |