docker build ./docker/ --tag pdbo-hgp
nvidia-docker run -it -u user -v $PWD/pdbo-hgp:/home/user/pdbo-hgp -w /home/user/pdbo-hgp pdbo-hgp /bin/bash

# Full-batch g_i
python main.py PlotZipComputeHyperGradErrorOfSteps config.paper.error_synth_fullbatch --local-scheduler
# Mini-batch g_i 
python main.py PlotZipComputeHyperGradErrorOfSteps config.paper.error_synth_minibatch --local-scheduler

# Logistic Regression with full-batch g_i
python main.py CompareApproxActualDiffByMostInfluentialPerturbs config.paper.infl_toy --local-scheduler
# CNN with full-batch g_i
python main.py CompareApproxActualDiffByMostInfluentialPerturbs config.paper.infl_emnist_digits_fullbatch --local-scheduler
# CNN with mini-batch g_i 
python main.py CompareApproxActualDiffByMostInfluentialPerturbs config.paper.infl_emnist_digits_minibatch --local-scheduler

# Experiments on the fully-connected and static undirected communication networks
## HGP-PL and HGP-MTL 
python main.py MakeAccuracyTableHyperSGDOnFedEmSetting config.paper.personalization_fedem_hgp --local-scheduler
## Baselines with hyperparameter tuning 
python main.py MakeAccuracyTableBaselineOnFedEmSetting config.paper.personalization_fedem_baseline --local-scheduler

# Experiments on the random undirected and random directed communication networks
## HGP-PL and HGP-MTL
python main.py MakeAccuracyTableHyperSGD config.paper.personalization_sgp_hgp --local-scheduler
## Baselines
python main.py MakeAccuracyTableHyperSGD config.paper.personalization_sgp_baseline --local-scheduler