SpMM with GCN operator on city-roads L
4.99Latency Speedup (Forward)TC-GNN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TC-GNNhidden dim=5122026.05 | 4.99 | 1.94 | 2.38 | 1.48 | |
| cuSPARSE + A˜⊤hidden dim=5122026.05 | 3.27 | 1.74 | 1.8 | 1.18 | |
| cuSPARSEhidden dim=5122026.05 | 3.24 | 1.51 | 1.82 | 1.19 | |
| Ours (WSB/TC)hidden dim=5122026.05 | 2.35 | 1.55 | 1.51 | 1 | |
| FuseGNNhidden dim=5122026.05 | 0.53 | 1.8 | 0.22 | 0.21 | |
| PyGhidden dim=5122026.05 | 0.36 | 0.36 | 0.12 | 0.12 |