├── .gitignore ├── LICENSE ├── README.md ├── codes ├── __init__.py ├── aggregator │ ├── __init__.py │ ├── base.py │ ├── byzantinesgd.py │ ├── clipping.py │ ├── coordinatewise_median.py │ ├── krum.py │ ├── rfa.py │ ├── safeguard.py │ └── trimmed_mean.py ├── attacks │ ├── __init__.py │ ├── alittle.py │ ├── bitflipping.py │ ├── labelflipping.py │ └── xie.py ├── sampler.py ├── simulators │ ├── __init__.py │ ├── server.py │ ├── simulator.py │ └── worker.py ├── tasks │ ├── __init__.py │ ├── cifar10.py │ ├── mnist.py │ ├── resnet.py │ ├── resnet_gn.py │ └── vgg.py └── utils.py ├── momentum-robustness ├── cifar10-CC-HP-explore.ipynb ├── cifar10-CC-HP-explore.py ├── cifar10-CC-HP-explore.sh ├── cifar10-all-noattack.py ├── cifar10-all.py └── cifar10-all.sh ├── notebooks ├── exp3_transpose.png └── make_plots.ipynb ├── outputs ├── cifar10-CC-HP-explore │ ├── f5_BF_tau0.1_l1_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau0.1_l1_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau0.1_l1_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau0.1_l3_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau0.1_l3_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau0.1_l3_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau0.1_l5_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau0.1_l5_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau0.1_l5_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau10.0_l1_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau10.0_l1_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau10.0_l1_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau10.0_l3_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau10.0_l3_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau10.0_l3_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau10.0_l5_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau10.0_l5_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau10.0_l5_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau1000.0_l1_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau1000.0_l1_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau1000.0_l1_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau1000.0_l3_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau1000.0_l3_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau1000.0_l3_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau1000.0_l5_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau1000.0_l5_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_BF_tau1000.0_l5_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau0.1_l1_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau0.1_l1_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau0.1_l1_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau0.1_l3_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau0.1_l3_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau0.1_l3_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau0.1_l5_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau0.1_l5_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau0.1_l5_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau10.0_l1_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau10.0_l1_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau10.0_l1_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau10.0_l3_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau10.0_l3_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau10.0_l3_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau10.0_l5_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau10.0_l5_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau10.0_l5_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau1000.0_l1_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau1000.0_l1_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau1000.0_l1_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau1000.0_l3_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau1000.0_l3_seed1 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau1000.0_l3_seed2 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau1000.0_l5_seed0 │ │ ├── debug │ │ └── stats │ ├── f5_LF_tau1000.0_l5_seed1 │ │ ├── debug │ │ └── stats │ └── f5_LF_tau1000.0_l5_seed2 │ │ ├── debug │ │ └── stats ├── cifar10-all-noattack │ ├── NA_avg_m0.0_seed0 │ │ ├── debug │ │ └── stats │ ├── NA_avg_m0.0_seed1 │ │ ├── debug │ │ └── stats │ ├── NA_avg_m0.0_seed2 │ │ ├── debug │ │ └── stats │ ├── NA_avg_m0.99_seed0 │ │ ├── debug │ │ └── stats │ ├── NA_avg_m0.99_seed1 │ │ ├── debug │ │ └── stats │ ├── NA_avg_m0.99_seed2 │ │ ├── debug │ │ └── stats │ ├── NA_avg_m0.9_seed0 │ │ ├── debug │ │ └── stats │ ├── NA_avg_m0.9_seed1 │ │ ├── debug │ │ └── stats │ └── NA_avg_m0.9_seed2 │ │ ├── debug │ │ └── stats └── cifar10-all │ ├── f11_IPM_cm_m0.0_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_cm_m0.0_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_cm_m0.0_seed2 │ ├── debug │ └── stats │ ├── f11_IPM_cm_m0.99_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_cm_m0.99_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_cm_m0.99_seed2 │ ├── debug │ └── stats │ ├── f11_IPM_cm_m0.9_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_cm_m0.9_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_cm_m0.9_seed2 │ ├── debug │ └── stats │ ├── f11_IPM_cp_m0.0_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_cp_m0.0_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_cp_m0.0_seed2 │ ├── debug │ └── stats │ ├── f11_IPM_cp_m0.99_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_cp_m0.99_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_cp_m0.9_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_cp_m0.9_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_krum_m0.0_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_krum_m0.0_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_krum_m0.0_seed2 │ ├── debug │ └── stats │ ├── f11_IPM_krum_m0.99_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_krum_m0.99_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_krum_m0.99_seed2 │ ├── debug │ └── stats │ ├── f11_IPM_krum_m0.9_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_krum_m0.9_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_krum_m0.9_seed2 │ ├── debug │ └── stats │ ├── f11_IPM_rfa_m0.0_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_rfa_m0.0_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_rfa_m0.0_seed2 │ ├── debug │ └── stats │ ├── f11_IPM_rfa_m0.99_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_rfa_m0.99_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_rfa_m0.9_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_rfa_m0.9_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_tm_m0.0_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_tm_m0.0_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_tm_m0.0_seed2 │ ├── debug │ └── stats │ ├── f11_IPM_tm_m0.99_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_tm_m0.99_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_tm_m0.99_seed2 │ ├── debug │ └── stats │ ├── f11_IPM_tm_m0.9_seed0 │ ├── debug │ └── stats │ ├── f11_IPM_tm_m0.9_seed1 │ ├── debug │ └── stats │ ├── f11_IPM_tm_m0.9_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_cm_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_cm_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_cm_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_cm_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_cm_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_cm_m0.99_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_cm_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_cm_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_cm_m0.9_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_cp_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_cp_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_cp_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_cp_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_cp_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_cp_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_cp_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_krum_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_krum_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_krum_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_krum_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_krum_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_krum_m0.99_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_krum_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_krum_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_krum_m0.9_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_rfa_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_rfa_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_rfa_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_rfa_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_rfa_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_rfa_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_rfa_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_tm_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_tm_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_tm_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_tm_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_tm_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_tm_m0.99_seed2 │ ├── debug │ └── stats │ ├── f5_ALIE_tm_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_ALIE_tm_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_ALIE_tm_m0.9_seed2 │ ├── debug │ └── stats │ ├── f5_BF_cm_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_BF_cm_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_BF_cm_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_BF_cm_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_BF_cm_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_BF_cm_m0.99_seed2 │ ├── debug │ └── stats │ ├── f5_BF_cm_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_BF_cm_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_BF_cm_m0.9_seed2 │ ├── debug │ └── stats │ ├── f5_BF_cp_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_BF_cp_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_BF_cp_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_BF_cp_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_BF_cp_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_BF_cp_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_BF_cp_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_BF_krum_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_BF_krum_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_BF_krum_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_BF_krum_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_BF_krum_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_BF_krum_m0.99_seed2 │ ├── debug │ └── stats │ ├── f5_BF_krum_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_BF_krum_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_BF_krum_m0.9_seed2 │ ├── debug │ └── stats │ ├── f5_BF_rfa_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_BF_rfa_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_BF_rfa_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_BF_rfa_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_BF_rfa_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_BF_rfa_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_BF_rfa_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_BF_tm_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_BF_tm_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_BF_tm_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_BF_tm_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_BF_tm_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_BF_tm_m0.99_seed2 │ ├── debug │ └── stats │ ├── f5_BF_tm_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_BF_tm_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_BF_tm_m0.9_seed2 │ ├── debug │ └── stats │ ├── f5_LF_cm_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_LF_cm_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_LF_cm_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_LF_cm_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_LF_cm_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_LF_cm_m0.99_seed2 │ ├── debug │ └── stats │ ├── f5_LF_cm_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_LF_cm_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_LF_cm_m0.9_seed2 │ ├── debug │ └── stats │ ├── f5_LF_cp_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_LF_cp_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_LF_cp_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_LF_cp_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_LF_cp_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_LF_cp_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_LF_cp_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_LF_krum_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_LF_krum_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_LF_krum_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_LF_krum_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_LF_krum_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_LF_krum_m0.99_seed2 │ ├── debug │ └── stats │ ├── f5_LF_krum_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_LF_krum_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_LF_krum_m0.9_seed2 │ ├── debug │ └── stats │ ├── f5_LF_rfa_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_LF_rfa_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_LF_rfa_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_LF_rfa_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_LF_rfa_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_LF_rfa_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_LF_rfa_m0.9_seed1 │ ├── debug │ └── stats │ ├── f5_LF_tm_m0.0_seed0 │ ├── debug │ └── stats │ ├── f5_LF_tm_m0.0_seed1 │ ├── debug │ └── stats │ ├── f5_LF_tm_m0.0_seed2 │ ├── debug │ └── stats │ ├── f5_LF_tm_m0.99_seed0 │ ├── debug │ └── stats │ ├── f5_LF_tm_m0.99_seed1 │ ├── debug │ └── stats │ ├── f5_LF_tm_m0.99_seed2 │ ├── debug │ └── stats │ ├── f5_LF_tm_m0.9_seed0 │ ├── debug │ └── stats │ ├── f5_LF_tm_m0.9_seed1 │ ├── debug │ └── stats │ └── f5_LF_tm_m0.9_seed2 │ ├── debug │ └── stats └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/README.md -------------------------------------------------------------------------------- /codes/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /codes/aggregator/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /codes/aggregator/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/aggregator/base.py -------------------------------------------------------------------------------- /codes/aggregator/byzantinesgd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/aggregator/byzantinesgd.py -------------------------------------------------------------------------------- /codes/aggregator/clipping.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/aggregator/clipping.py -------------------------------------------------------------------------------- /codes/aggregator/coordinatewise_median.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/aggregator/coordinatewise_median.py -------------------------------------------------------------------------------- /codes/aggregator/krum.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/aggregator/krum.py -------------------------------------------------------------------------------- /codes/aggregator/rfa.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/aggregator/rfa.py -------------------------------------------------------------------------------- /codes/aggregator/safeguard.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/aggregator/safeguard.py -------------------------------------------------------------------------------- /codes/aggregator/trimmed_mean.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/aggregator/trimmed_mean.py -------------------------------------------------------------------------------- /codes/attacks/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /codes/attacks/alittle.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/attacks/alittle.py -------------------------------------------------------------------------------- /codes/attacks/bitflipping.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/attacks/bitflipping.py -------------------------------------------------------------------------------- /codes/attacks/labelflipping.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/attacks/labelflipping.py -------------------------------------------------------------------------------- /codes/attacks/xie.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/attacks/xie.py -------------------------------------------------------------------------------- /codes/sampler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/sampler.py -------------------------------------------------------------------------------- /codes/simulators/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /codes/simulators/server.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/simulators/server.py -------------------------------------------------------------------------------- /codes/simulators/simulator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/simulators/simulator.py -------------------------------------------------------------------------------- /codes/simulators/worker.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/simulators/worker.py -------------------------------------------------------------------------------- /codes/tasks/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /codes/tasks/cifar10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/tasks/cifar10.py -------------------------------------------------------------------------------- /codes/tasks/mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/tasks/mnist.py -------------------------------------------------------------------------------- /codes/tasks/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/tasks/resnet.py -------------------------------------------------------------------------------- /codes/tasks/resnet_gn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/tasks/resnet_gn.py -------------------------------------------------------------------------------- /codes/tasks/vgg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/tasks/vgg.py -------------------------------------------------------------------------------- /codes/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/codes/utils.py -------------------------------------------------------------------------------- /momentum-robustness/cifar10-CC-HP-explore.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/momentum-robustness/cifar10-CC-HP-explore.ipynb -------------------------------------------------------------------------------- /momentum-robustness/cifar10-CC-HP-explore.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/momentum-robustness/cifar10-CC-HP-explore.py -------------------------------------------------------------------------------- /momentum-robustness/cifar10-CC-HP-explore.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/momentum-robustness/cifar10-CC-HP-explore.sh -------------------------------------------------------------------------------- /momentum-robustness/cifar10-all-noattack.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/momentum-robustness/cifar10-all-noattack.py -------------------------------------------------------------------------------- /momentum-robustness/cifar10-all.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/momentum-robustness/cifar10-all.py -------------------------------------------------------------------------------- /momentum-robustness/cifar10-all.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/momentum-robustness/cifar10-all.sh -------------------------------------------------------------------------------- /notebooks/exp3_transpose.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/notebooks/exp3_transpose.png -------------------------------------------------------------------------------- /notebooks/make_plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/notebooks/make_plots.ipynb -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l1_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l3_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau0.1_l5_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l1_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l3_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau10.0_l5_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l1_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l3_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_BF_tau1000.0_l5_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l1_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l3_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau0.1_l5_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l1_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l3_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau10.0_l5_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l1_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l3_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-CC-HP-explore/f5_LF_tau1000.0_l5_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all-noattack/NA_avg_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all-noattack/NA_avg_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cm_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cm_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_cp_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_cp_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_krum_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_krum_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_rfa_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_rfa_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f11_IPM_tm_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f11_IPM_tm_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cm_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cm_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_cp_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_cp_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_krum_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_krum_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_rfa_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_rfa_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_ALIE_tm_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_ALIE_tm_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cm_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cm_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_cp_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_cp_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_krum_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_krum_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_rfa_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_rfa_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_BF_tm_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_BF_tm_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cm_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cm_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_cp_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_cp_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_krum_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_krum_m0.9_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_rfa_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_rfa_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.0_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.0_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.0_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.0_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.0_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.0_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.0_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.0_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.0_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.0_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.0_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.0_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.99_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.99_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.99_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.99_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.99_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.99_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.99_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.99_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.99_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.99_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.99_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.99_seed2/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.9_seed0/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.9_seed0/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.9_seed0/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.9_seed0/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.9_seed1/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.9_seed1/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.9_seed1/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.9_seed1/stats -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.9_seed2/debug: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.9_seed2/debug -------------------------------------------------------------------------------- /outputs/cifar10-all/f5_LF_tm_m0.9_seed2/stats: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/outputs/cifar10-all/f5_LF_tm_m0.9_seed2/stats -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-optimizer/HEAD/requirements.txt --------------------------------------------------------------------------------