yuetan031 / fedproto Goto Github PK
View Code? Open in Web Editor NEW[AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients
[AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients
Thank you for this excellent work.
Could you please release your hyper-parameter setup when conducting the 4-way FEMNIST experiment?
I work well for the 3/5-way FEMNIST evaluation.
However, I found the following bug when conducting the 4-way one.
Round 0, User 17:
FileNotFoundError: [Errno 2] No such file or directory: '../data/femnist\data\raw_data\by_class\6a\train_6a\train_6a_02002.png'
Best regards
unrecognized arguments --mu 0.1, Could you please explain what 'mu' is
This is an excellent piece of work!I like it.
However, when I ran:
python federated_main.py --mode task_heter --dataset cifar10 --num_classes 10 --num_users 20 --ways 5 --shots 100 --stdev 2 --rounds 110 --train_shots_max 110 --ld 0.1
I found that the results on cifar-10 dataset were far from the results in the paper.
I think my parameter settings are wrong, I read the paper carefully, but still haven't corrected the experimental results.
So I wanted to borrow your parameter settings.
Best regards.
Hello,In the text of Figure 2 part of the data visualization is how to achieve, when I run the code in this part can only appear in the graph (a), is it because of the lack of other data
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.