Extracranial
ENKO

Project Malmantile

TL;DR:

Can we VFL CIFAR?

Malmantile is a subproject of Project Florence. Supercedes Project Fiesole

Method

We cut the images into four pieces like Project Fiesole.

Control Group

Ran entire ten epochs with the original dataset with CIFAR CNN: 87.76 %

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Cutting the images

678078.png 1A7FA1.png 59886D.png 803F4A.png

Status

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Malmantile 4x4

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Malmantile 16x1

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Results

✅ SUCCESS

  • Centralized: 87.7%
  • FedAvg - full images: 85.02%
  • FedAvg VFL 4 squares: ~75%
  • FedAvg VFL 16 squares: ~46%
  • FedAvg VFL 16 vertical stripes: ~30%

Further Actions

Superceded by Project Impruneta