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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​

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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Superceded by Project Impruneta

Links to This Note

Project Impruneta

... subproject of Project Florence. Supercedes Project Malmantile

Project Florence

- Project Malmantile

Project Fiesole

Superseded by anaclumos/malmantile Project Malmantile

2023-11-03

- Project Malmantile

2023-10-29

Project Malmantile

2023-10-28

- Project Malmantile

2023-10-26

- Project Malmantile

2023-10-22

- Project Malmantile

2023-10-18

- Project Malmantile

2023-10-17

- Project Malmantile