Training and inference resource metrics for benchmark models
| Model | Time/structure | Time cost total | Cost reduction |
|---|---|---|---|
| FF simulation | 33 ± 1.3 min | 16,500 min | / |
| Homogenized simulation | 2.35 ± 0.15 min | 1,175 min | 93.81% |
| Model-1 informed | 5.85 ± 0.27 min | 2,925 min | 82.27% |
| Model-2 informed | 5.99 ± 0.31 min | 2,995 min | 81.84% |
| Lightweight model | 2.5 ± 0.12 min | 1,250 min | 92.42% |
| Model | Time/structure | Time cost total | Cost reduction |
|---|---|---|---|
| FF simulation | 33 ± 1.3 min | 16,500 min | / |
| Homogenized simulation | 2.35 ± 0.15 min | 1,175 min | 93.81% |
| Model-1 informed | 5.85 ± 0.27 min | 2,925 min | 82.27% |
| Model-2 informed | 5.99 ± 0.31 min | 2,995 min | 81.84% |
| Lightweight model | 2.5 ± 0.12 min | 1,250 min | 92.42% |
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