Capacitance Extraction on Real-design 65nm (test)
0.98Total ErrorAttentionCap
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AttentionCapParam.=4.0M, Node=65 nm, #Train Samples=45 K, Train Time=0.64 hr, #Test Samples=15 K, Test Time=0.28 s, Test FLOPs=0.28 B2026.06 | 0.98 | 1.55 | 5.38 | 13.4 | |
| CNN-CaptotParam.=7.2M, Node=65 nm, #Train Samples=315 K, Train Time=2.18 hr, #Test Samples=54 K, Test Time=6.91 s, Test FLOPs=9.83 B2026.06 | 4.06 | 30 | — | — | |
| MLPParam.=9.7M, Node=65 nm, #Train Samples=45 K, Train Time=0.43 hr, #Test Samples=15 K, Test Time=0.15 s, Test FLOPs=0.67 B2026.06 | 23.6 | 87.8 | 84 | 87 | |
| CNN-CapcpParam.=7.2M, Node=65 nm, #Train Samples=1265 K, Train Time=9.69 hr, #Test Samples=184 K, Test Time=27.6 s, Test FLOPs=33.1 B2026.06 | — | — | 20.4 | 54.4 |