BriefGPT.xyz
Jun, 2023
FLGo:一个可完全定制的联邦学习平台
FLGo: A Fully Customizable Federated Learning Platform
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Zheng Wang, Xiaoliang Fan, Zhaopeng Peng, Xueheng Li, Ziqi Yang...
TL;DR
这篇论文提出了一个轻量级的FL平台FLGo,它包含了40多个基准测试、20多种算法和2个系统模拟器等out-of-the-box插件,同时提供了用户友好型API,使用户能够快速自定义新插件,从而提高再现性。
Abstract
federated learning
(FL) has found numerous applications in healthcare, finance, and IoT scenarios. Many existing FL frameworks offer a range of
benchmarks
to evaluate the performance of FL under realistic conditi
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