Clock Tree Synthesis Prediction on Clock Tree Synthesis (CTS) Designs
0.6WL Prediction ErrorSwiftCTS (GBDT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SwiftCTS (GBDT)Arch.=GBDT, Input Data=Physical Stats, GPU?=No, Train Time=4.1 sec, DSE Scale=Comprehensive (100k in 8.9s)2026.06 | 0.6 | 3.3 | 0.11 | |
| GAN-CTS (GAN)Arch.=GAN, Input Data=Spatial Images, GPU?=Yes, Train Time=~6 hrs, DSE Scale=Probabilistic 1-Shot2026.06 | 1.64 | 1.26 | 3.57 | |
| Nagaria et al. (CNN)Arch.=CNN, Input Data=Spatial Images, GPU?=Yes, Train Time=N/R, DSE Scale=1-Shot LP2026.06 | 8 | 14.89 | — | |
| Kwon et al. (ANN)Arch.=ANN, Input Data=Components, GPU?=Yes, Train Time=N/R, DSE Scale=None (Pred. Only)2026.06 | 13 | — | — |