Image Classification on ImageNet 1K Small (test)
17Test ErrorLIBRA-NAS
Evaluation results
| Method | Links | |
|---|---|---|
| LIBRA-NASParams (M)=23.1, Search Time (GPU days)=0.12025.05 | 17 | |
| L-SWAG-NASParams (M)=23.7, Search Time (GPU days)=0.052025.05 | 17.8 | |
| VITASParams (M)=30.52025.05 | 18 | |
| Weight entanglement + evolutionParams (M)=22.9, Search Time (GPU days)=242025.05 | 18.3 | |
| Weight entanglement + randomParams (M)=22.82025.05 | 18.7 | |
| Random searchParams (M)=23.0, Search Time (GPU days)=02025.05 | 19 | |
| Classical weight sharing + randomParams (M)=22.92025.05 | 20.3 | |
| Classical weight sharing + evolutionParams (M)=22.92025.05 | 20.5 | |
| NASVIT-A0Params (M)=[200-300]2025.05 | 21.8 |