Image Classification on Tiny-ImageNet N = 30 ResNet-50 (test)
28.58Max Latencyλ=0.9
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| λ=0.9alpha_D=0.52026.05 | 28.58 | 21.29 | 9.55 | |
| λ=0.2alpha_D=0.52026.05 | 33.94 | 21.99 | 16.43 | |
| HARMONYalpha_D=0.52026.05 | 35.36 | 24.32 | 19.39 | |
| λ=0.9alpha_D=0.32026.05 | 39.14 | 26.81 | 10.72 | |
| λ=0.2+FTalpha_D=0.52026.05 | 41.64 | 21.27 | 13.77 | |
| HARMONYalpha_D=0.32026.05 | 45.15 | 29.3 | 22.98 | |
| λ=0.2alpha_D=0.32026.05 | 53.17 | 28.48 | 21.91 | |
| λ=0.2+FTalpha_D=0.32026.05 | 55.91 | 29.26 | 20.3 |