Neural Architecture Search on ImageNet (train)
0.0006GPU Days (GPUD)DiNAS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiNASmean_time_over_runs=true2024.03 | 0.0006 | — | — | — | 16.6 | |
| AG-Net2024.03 | 0.02 | — | — | — | 21.6 | |
| TENAS2024.03 | 0.05 | — | — | — | — | |
| DARTS++augmentation=true2024.03 | 0.3 | — | — | — | — | |
| β-DARTS2024.03 | 0.4 | — | — | — | — | |
| DARTS2024.03 | 4 | — | — | — | — | |
| DrNAS2024.03 | 4.6 | — | — | — | — | |
| UDCPre-trained=false2022.01 | 6.4 | 230 | 100 | 3.2 | — | |
| FBNetPre-trained=true2022.01 | 9 | 14.8 | 90 | 0.3 | — | |
| FBNet V2Pre-trained=true2022.01 | 9 | 14.8 | 90 | 0.3 | — | |
| NASNET-A2024.03 | 1,967.5926 | — | — | — | — | |
| Choi et al.Pre-trained=false2022.01 | — | — | 212.5 | 6.8 | — | |
| MCUNetPre-trained=false2022.01 | — | — | 450 | 14.5 | — | |
| MCUNet V2Pre-trained=false2022.01 | — | — | 450 | 14.5 | — | |
| Uhlich et al.Pre-trained=false2022.01 | — | — | — | 8 | — |