Graph Transformer Efficiency Benchmarking on artnet-exp
1.29Latency Speedup (Forward Pass)Ours (WSB/TC)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours (WSB/TC)Number of Heads (H)=4, Head Dimension (D)=1282026.05 | 1.29 | 0.78 | 1.08 | 1.21 | |
| DF-GNNNumber of Heads (H)=4, Head Dimension (D)=1282026.05 | 1.19 | 1.21 | 1.19 | 1.08 | |
| Ours (CSR fused)Number of Heads (H)=4, Head Dimension (D)=1282026.05 | 1.17 | 1.15 | 1.22 | 1.02 |