Add FedSGLD Exp #520
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Add FedSGLD Exp #520
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joneswong
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rayrayraykk
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Feb 13, 2023
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| for (( i=0; i<5; i++ )) | ||
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| CUDA_VISIBLE_DEVICES="${cudaid}" python federatedscope/main.py --cfg scripts/wide_valley_exp_scripts/fedentsgd_on_cifar10.yaml seed $i data.splitter_args "[{'alpha': ${lda_alpha}}]" trainer.local_entropy.gamma $gamma fedopt.optimizer.lr 1.0 fedopt.annealing $annealing trainer.local_entropy.eps $eps trainer.local_entropy.alpha $alpha train.optimizer.lr $lr expname fedentsgd_${lda_alpha}_${gamma}_${eps}_${annealing}_${i} |
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no need as they would run on the same device
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Fixed bugs and prepared scripts to compare FedSGLD with other algorithms