BriefGPT.xyz
Aug, 2021
FedJAX: 使用 JAX 进行联邦学习模拟
FedJAX: Federated learning simulation with JAX
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Jae Hun Ro, Ananda Theertha Suresh, Ke Wu
TL;DR
FedJAX是一个基于JAX的开放源代码库,用于联邦学习模拟,旨在使开发和评估联邦算法更快、更容易,并强调隐私和安全。FedJAX可以在几分钟内使用TPU训练EMNIST数据集上的模型,使用标准超参数在约一小时内训练Stack Overflow数据集。
Abstract
federated learning
is a machine learning technique that enables training across
decentralized data
. Recently,
federated learning
has becom
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