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AttributeError: Attempted to set type to proximal_regularizer, but CfgNode is immutable.Could please help me to overcome this problem,which happens when I call for the fedprox algorithm:python federatedscope/main.py --cfg federatedscope/example_configs/femnist.yaml fedprox.use True about federatedscope HOT 3 CLOSED

alibaba avatar alibaba commented on April 28, 2024
AttributeError: Attempted to set type to proximal_regularizer, but CfgNode is immutable.Could please help me to overcome this problem,which happens when I call for the fedprox algorithm:python federatedscope/main.py --cfg federatedscope/example_configs/femnist.yaml fedprox.use True

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Comments (3)

DavdGao avatar DavdGao commented on April 28, 2024

Thanks for your trying. It seems like the cfg in unchangable, your can try the following code in federatedscope/core/trainers/trainer_nbafl.py

    cfg.regularizer.defrost()
    cfg.regularizer.type = 'proximal_regularizer'
    cfg.regularizer.mu = cfg.fedprox.mu
    cfg.regularizer.freeze()

, and we will fix this problem quickly.

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xieyxclack avatar xieyxclack commented on April 28, 2024

This thread is closed as we fix this problem in #124
Thanks again for your comments!

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Zst0514 avatar Zst0514 commented on April 28, 2024

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