HLS Code Generation on spam dotProduct kernel
36LatencyGPT-5.1
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GPT-5.1sampling=best-of-5, prompting=QoR-optimized, evaluation=post-synthesis2026.05 | 36 | 64 | 1,042 | 0 | 3,705 | |
| HLS-Seeksampling=best-of-5, prompting=QoR-optimized, evaluation=post-synthesis2026.05 | 132 | 16 | 1,782 | 0 | 2,660 | |
| Gai et al.sampling=best-of-5, prompting=QoR-optimized, evaluation=post-synthesis2026.05 | 1,026 | 2 | 46 | 0 | 171 | |
| SAGE-HLSsampling=best-of-5, prompting=QoR-optimized, evaluation=post-synthesis2026.05 | 1,152 | 64 | 1,409 | 0 | 5,746 |