Can we VFL CIFAR?
We cut the images into four pieces like Project Fiesole.
Ran entire ten epochs with the original dataset with CIFAR CNN: 87.76 %
Cutting the images
- Centralized: 87.7%
- FedAvg - full images: 85.02%
- FedAvg VFL 4 squares: ~75%
- FedAvg VFL 16 squares: ~46%
- FedAvg VFL 16 vertical stripes: ~30%
Superceded by Project Impruneta