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跑cifar10,异构程度0.01的脚本,我跑出来的实验结果有点奇怪 #1

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Aston-zeal opened this issue Dec 4, 2023 · 1 comment

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@Aston-zeal
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你好,首先很感谢你能开源Dynafed的源码,Dynafed是一篇很有意思且值得再深入研究的论文,根据全局模型参数轨迹生成仿真数据,这的idea很棒。
因此我把Dynafed当作基线实验,但是我本人复现不出来论文里的实验效果,想知道是不是哪个参数设置错误导致的,我通过运行experiments/cifar10/cifar10_0.01_serverdistill.sh这个脚本,最后得到的精度是在56到58之间,但论文里的精度是在65左右,是这个脚本哪个参数设置错了吗,您能帮忙看一下吗

@ZZkkxinnn
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你好,首先很感谢你能开源Dynafed的源码,Dynafed是一篇很有意思且值得再深入研究的论文,根据全局模型参数轨迹生成仿真数据,这的idea很棒。 因此我把Dynafed当作基线实验,但是我本人复现不出来论文里的实验效果,想知道是不是哪个参数设置错误导致的,我通过运行experiments/cifar10/cifar10_0.01_serverdistill.sh这个脚本,最后得到的精度是在56到58之间,但论文里的精度是在65左右,是这个脚本哪个参数设置错了吗,您能帮忙看一下吗

你好,我最近在复现这篇文章,但是我遇到了JSONDecodeError,一直不知道问题出现在哪里,所以我想问一下您在复现的时候遇到过吗,怎么解决的呢?

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