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Computational time saving of the ANN-assisted method compared to the brute force search.
| Method | Resolution (nm) | #Simulations (1st design) | #Simulations (2nd design) | TDR (1st design) | TDR (2nd design) |
|---|---|---|---|---|---|
| Brute force | 1 | 152,709,466 | 916,256,796 | 70,688 | 183,145 |
| 5 | 288,999 | 1,733,994 | 128 | 346 | |
| 10 | 20,000 | 120,000 | 9 | 24 | |
| ANN |
r1: 9 r2: 10 d1: 20 d2: 20 |
2,179 | 5,010 | 1 | 1 |
#: Number of, TDR: Time Demand Ratio.
