Constrained Neural Architecture Search on ImageNette
76.2AccuracyRandom Search
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Random SearchHardware=RTX 5080, Latency constraint=≤ 20ms, Memory constraint=≤ 512MB, Budget=25, Seeds=102026.04 | 76.2 | 74 | 10 | |
| TBA→TPE HybridHardware=RTX 5080, Latency constraint=≤ 20ms, Memory constraint=≤ 512MB, Budget=25, Seeds=102026.04 | 76.1 | 42 | 10 | |
| TBA (pure SA)Hardware=RTX 5080, Latency constraint=≤ 20ms, Memory constraint=≤ 512MB, Budget=25, Seeds=102026.04 | 75.2 | 30 | 10 | |
| Optuna TPEHardware=RTX 5080, Latency constraint=≤ 20ms, Memory constraint=≤ 512MB, Budget=25, Seeds=102026.04 | 75.2 | 36 | 10 |