Reproduce the Result

At first please alter the data.root in federatedscope/gfl/baseline/fedavg_fedprox_dwa_hs_128_gc_10.yaml the actual path to data.

Then run the following script

sh fedavg_fedprox_dwa_hs_128_gc_10.sh

After the training and prediction are completed, you can find the result in exp/FedAvg_gin_on_cikmcup_lr0.1_lstep15_hdsz128_drpt0.3_/sub_exp_20220908103731/prediction.csv

Introduction of developed algorithm

We used the fedavg and fedprox algorithms and fine-tuned the hyper parameters