We propose the first low-code FL platform, EasyFL, to enable users with various levels of expertise to experiment and prototype FL applications with little coding. We achieve this goal while ensuring great flexibility and extensibility for customization by unifying simple API design, modular design, and granular training flow abstraction. Besides, EasyFL expedites distributed training by 1.5x.
Weiming Zhuang,
Xin Gan,
Yonggang Wen,
Shuai Zhang
