Vision Transformer Fine-tuning on CIFAR-10
3.15Inference Time (s)WASI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| WASIepsilon (ε)=0.4, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 3.15 | 8.49 | |
| WASIepsilon (ε)=0.5, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 3.35 | 9.54 | |
| WASIepsilon (ε)=0.6, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 3.56 | 10.21 | |
| WASIepsilon (ε)=0.7, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 3.88 | 11.61 | |
| WASIepsilon (ε)=0.8, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 4.49 | 13.75 | |
| WASIepsilon (ε)=0.9, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 5.58 | 16.57 | |
| ASIepsilon (ε)=0.4, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 7.69 | 18.35 | |
| ASIepsilon (ε)=0.8, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 7.71 | 22.57 | |
| ASIepsilon (ε)=0.5, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 7.76 | 18.38 | |
| ASIepsilon (ε)=0.7, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 7.85 | 21.3 | |
| Vanillaepsilon (ε)=1.0, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 7.87 | 23.87 | |
| ASIepsilon (ε)=0.9, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 7.91 | 25.52 | |
| ASIepsilon (ε)=0.6, Hardware=Raspberry Pi 5, Backbone=ViT2025.10 | 7.94 | 19.22 |