Capacitance Extraction on Real-design 7nm (test)
1.52Total ErrorAttentionCap
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AttentionCapParam.=4.0M, Node=7 nm, #Train Samples=45 K, Train Time=0.64 hr, #Test Samples=15 K, Test Time=0.24 s, Test FLOPs=0.35 B2026.06 | 1.52 | 6.75 | 7.13 | 18.9 | |
| CNN-CaptotParam.=7.2M, Node=7 nm, #Train Samples=315 K, Train Time=2.18 hr, #Test Samples=73 K, Test Time=11.1 s, Test FLOPs=13.2 B2026.06 | 2.11 | 9.94 | — | — | |
| MLPParam.=9.7M, Node=7 nm, #Train Samples=45 K, Train Time=0.44 hr, #Test Samples=15 K, Test Time=0.15 s, Test FLOPs=0.86 B2026.06 | 32.4 | 90.8 | 120 | 86.8 | |
| CNN-CapcpParam.=7.2M, Node=7 nm, #Train Samples=1416 K, Train Time=9.61 hr, #Test Samples=322 K, Test Time=54.0 s, Test FLOPs=58.2 B2026.06 | — | — | 25.1 | 48.7 |