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wenzhu23333 / Differential-Privacy-Based-Federated-Learning

Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
GNU General Public License v3.0
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为什么每次训练出来的精度都是一样的呢 #27

Closed studyupupup closed 7 months ago

studyupupup commented 7 months ago

您好，我发现每次训练出来的精度都是相同的，是为什么呢

wenzhu23333 commented 7 months ago

因为用的随机种子相同

studyupupup commented 7 months ago

为什么要使用相同的随机种子呢，我不是太理解，可以用不同或者随机的种子吗，不同的随机种子是会有什么弊端吗

wenzhu23333 commented 7 months ago

为了能复现结果，随机种子你可以自己调整，多少都行

studyupupup commented 7 months ago

好的，谢谢