3D Inference on Large meshes in 3D
0.1546Runtime (s)AE+GNN (latent)
Evaluation Results
| Method | Links | |
|---|---|---|
| AE+GNN (latent)Mesh size=96³, Hardware=AMD MI300A GPU, Linear compression factor=82025.11 | 0.1546 | |
| AE+GNN (original)Mesh size=96³, Hardware=AMD MI300A GPU, Linear compression factor=82025.11 | 0.4687 | |
| AE+GNN (latent)Mesh size=128³, Hardware=AMD MI300A GPU, Linear compression factor=82025.11 | 0.7581 | |
| AE+GNN (original)Mesh size=128³, Hardware=AMD MI300A GPU, Linear compression factor=82025.11 | 0.8116 | |
| AE+GNN (latent)Mesh size=160³, Hardware=AMD MI300A GPU, Linear compression factor=82025.11 | 1.104 | |
| AE+GNN (original)Mesh size=160³, Hardware=AMD MI300A GPU, Linear compression factor=82025.11 | 2.236 | |
| GNN onlyMesh size=96³, Hardware=AMD MI300A GPU2025.11 | 6.554 | |
| GNN onlyMesh size=128³, Hardware=AMD MI300A GPU2025.11 | 12.7 | |
| GNN onlyMesh size=160³, Hardware=AMD MI300A GPU2025.11 | 126.9 | |
| KMCMesh size=96³, Hardware=Intel Xeon Platinum 8480+ CPU node (36 MPI ranks)2025.11 | 162.9 | |
| KMCMesh size=128³, Hardware=Intel Xeon Platinum 8480+ CPU node (36 MPI ranks)2025.11 | 403.7 | |
| KMCMesh size=160³, Hardware=Intel Xeon Platinum 8480+ CPU node (36 MPI ranks)2025.11 | 809.9 |