Comments (4)
您好,打扰您了,
还想问一个问题,
在FEDALA中,先训练出来W权重的值,再进行本地模型训练。是这样吗?
每开始进行一个新的global_epoch时候,本地需要重新训练W权重的值么?
from fedala.
layer_idx=0
的效果和ALA全开是一样的。想要不使用ALA,可以参考我的另一个项目PFL-Non-IID 中的FedAvg。
是的,先训练得到W,再训练本地模型。
在新的一轮中,本地无需重新训练W,而是在上一轮得到的W上继续微调W。
from fedala.
layer_idx=0
您好,请问为什么layer_idx=0的效果和ALA全开是一样的啊?
from fedala.
这个跟python中list的选择规则有关。我们是先把parameters都存到list对象params里,然后进行选择的。当layer_idx=0时,params[-0:]表示全选,而不是“不选”。注意:params[-1:]表示“选最后一个”。
from fedala.
Related Issues (17)
- 我想问一下,关于W的更新方式 HOT 1
- Reproducing Table 2. HOT 4
- Could you please provide the BibTeX? HOT 2
- 超参数解释问题 HOT 1
- 公式推导问题 HOT 1
- 关于论文和代码不符问题 HOT 1
- 请教关于Cifar100数据集,ρ=0.5的对比实验问题 HOT 2
- 关于Applicability of ALA,ALA与Ditto结合的问题 HOT 3
- Hyperparameter grid search HOT 3
- 关于抽取本地数据训练权重的问题 HOT 4
- nothing
- 关于AG_News数据的生成问题 HOT 1
- 数据路径的相关问题 HOT 2
- 关于测试准确率结果的问题 HOT 1
- 公式6的推导 HOT 4
- There is a question about reproduction HOT 4
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from fedala.