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关于性能想请教一些问题? #2

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qileee opened this issue Oct 26, 2023 · 2 comments
Open

关于性能想请教一些问题? #2

qileee opened this issue Oct 26, 2023 · 2 comments

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@qileee
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qileee commented Oct 26, 2023

Setting: Rounds:200,Epoch:5,dataset:cifar10, cifar100,local_model:您源码提供的CNN
在这个Setting下我跑了一些实验发现:对于 global_acc
Cifar10 Dir 0.05:feddyn, Ditto和FedETF的acc分别是55.5500,59.4300和52.3700
Cifar10 Dir 0.1:feddyn, Ditto和FedETF的acc分别是64.3200,60.5500和54.3700
Cifar10 Dir 0.05:feddyn和FedETF的acc分别是29.4100和21.6100
Cifar10 Dir 0.1:feddyn和FedETF的acc分别是29.7800,60.5500和22.4200

实验发现其实在global model的性能并没有之前的几个方法好,请问FedETF是不是只有在您那个setting和model下才能有这样的效果呢?

@ZexiLee
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ZexiLee commented Oct 26, 2023

不至于吧,肯定是哪里有问题。你如果想进一步沟通,可以加我微信详细了解一下:tomleeeeee。

@qqh0618
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qqh0618 commented Dec 28, 2024

您好,我也有类似的结果,关键参数设置如下:
Setting: Rounds:200
Epoch:3
dataset:cifar10
lr:0.01
model: vgg11
dirichlet_alpha: 0.1
random_seed:10
全局模型准确率复现结果为: 28.2%

根据您代码提供的其它算法源代码无此问题

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