ont-shot-vfl SSL

[wen08]

Python version (python3 -V)

3.8

NVFlare version (python3 -m pip list | grep "nvflare")

python3 -m pip list | grep "nvflare"

NVFlare branch (if running examples, please use the branch that corresponds to the NVFlare version, git branch)

No response

Operating system

windows

Have you successfully run any of the following examples?

• hello-numpy-sag with simulator
• hello-pt with simulator
• hello-numpy-sag with POC
• hello-pt with POC

Please describe your question

In the one-shot-vfl project, the paper mentions the use of Local SSL, but I couldn't find where it is specifically implemented. If semi-supervised learning (SSL) is used, it should be reflected in the _local_train function in the cifar10_leamer_oneshotVFL.py file. However, I haven't found it there. Can someone please point out where the SSL-related code is located?

[chesterxgchen]

@holgerroth do you help here ?

[holgerroth]

@wen08 , you're right. The semi-supervised learning approach wasn't implemented in this example. Only the one-shot VFL on overlapping samples as baseline. For the paper, we used this repo to implement semi-supervised learning https://github.com/kekmodel/FixMatch-pytorch?tab=readme-ov-file.

[wen08]

Thank you very much