Giters

alibaba / FederatedScope

An easy-to-use federated learning platform

Home Page:https://www.federatedscope.io

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Some questions about the chapter 'Start Your Own Case'

ExploreUnknowed opened this issue · comments

commented

I am a beginner to FS framework. So I hope the developer can give me a complete code example related to customization, such as building a custom data set, building a custom model, building a custom trainer, building a custom evaluation, etc. And these codes can be run.If possible, use the mnist dataset as an example,Thanks!

commented

Thank you for your interests in FS. You can either refer to examples in https://github.com/alibaba/FederatedScope/tree/master/federatedscope/contrib and code block in https://federatedscope.io/docs/own-case/ .

After you implementent the code in federatedscope/contrib, you can run the main.py via python federatedscope/main.py --cfg scripts/example_configs/femnist.yaml federate.total_round_num 50 dataloader.batch_size 128 data.type YOUR-SPESIFIC-DATA-TYPE config.seed YOUR-SPESIFIC-SEED.