Efficiency evaluation of GATv2 on city-reviews
4.96Latency Speedup (fwd)CSR fused kernels
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CSR fused kernelsHeads (H)=8, Head Dimension (D)=1282026.05 | 4.96 | 1.48 | 14.09 | 8.62 | |
| PyGHeads (H)=8, Head Dimension (D)=1282026.05 | 0.31 | 0.4 | 0.58 | 0.66 |