├── .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 │ ├── mimic.py │ └── xie.py ├── parser.py ├── sampler.py ├── server.py ├── simulator.py ├── tasks │ ├── __init__.py │ ├── cifar10.py │ ├── mnist.py │ ├── resnet.py │ ├── resnet_gn.py │ └── vgg.py ├── utils.py └── worker.py ├── datasets ├── MNIST │ ├── processed │ │ ├── test.pt │ │ └── training.pt │ └── raw │ │ ├── t10k-images-idx3-ubyte │ │ ├── t10k-labels-idx1-ubyte │ │ ├── train-images-idx3-ubyte │ │ └── train-labels-idx1-ubyte └── log │ ├── debug │ └── stats ├── exp1.py ├── exp2.py ├── exp3.py ├── exp4.py ├── exp5.py ├── exp6.py ├── exp7.py ├── exp8.py ├── exp9.py ├── outputs ├── exp1 │ └── all │ │ ├── avg_NA_False_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_False_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_False_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_False_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_False_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_False_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_True_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_True_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_True_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_True_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_True_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── avg_NA_True_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_False_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_False_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_False_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_False_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_False_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_False_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_True_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_True_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_True_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_True_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_True_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_NA_True_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_False_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_False_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_False_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_False_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_False_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_False_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_True_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_True_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_True_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_True_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_True_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_NA_True_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_False_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_False_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_False_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_False_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_False_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_False_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_True_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_True_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_True_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_True_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_True_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_NA_True_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── output │ │ ├── exp1.tex │ │ └── exp1_bucketing.tex │ │ ├── rfa_NA_False_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_NA_False_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_NA_False_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_NA_False_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_NA_False_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_NA_False_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_NA_True_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_NA_True_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_NA_True_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_NA_True_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_NA_True_s2_seed1 │ │ ├── debug │ │ └── stats │ │ └── rfa_NA_True_s2_seed2 │ │ ├── debug │ │ └── stats ├── exp2 │ ├── all │ │ ├── avg_False_s0_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_False_s0_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_False_s0_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_False_s2_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_False_s2_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_False_s2_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_True_s0_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_True_s0_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_True_s0_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_True_s2_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_True_s2_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── avg_True_s2_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_False_s0_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_False_s0_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_False_s0_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_False_s2_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_False_s2_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_False_s2_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_True_s0_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_True_s0_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_True_s0_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_True_s2_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_True_s2_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cm_True_s2_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_False_s0_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_False_s0_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_False_s0_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_False_s2_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_False_s2_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_False_s2_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_True_s0_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_True_s0_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_True_s0_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_True_s2_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_True_s2_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── cp_True_s2_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_False_s0_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_False_s0_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_False_s0_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_False_s2_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_False_s2_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_False_s2_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_True_s0_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_True_s0_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_True_s0_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_True_s2_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_True_s2_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── krum_True_s2_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── output │ │ │ ├── exp2.tex │ │ │ └── exp2_bucketing.tex │ │ ├── rfa_False_s0_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── rfa_False_s0_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── rfa_False_s0_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── rfa_False_s2_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── rfa_False_s2_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── rfa_False_s2_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── rfa_True_s0_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── rfa_True_s0_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ ├── rfa_True_s0_seed2 │ │ │ ├── debug │ │ │ └── stats │ │ ├── rfa_True_s2_seed0 │ │ │ ├── debug │ │ │ └── stats │ │ ├── rfa_True_s2_seed1 │ │ │ ├── debug │ │ │ └── stats │ │ └── rfa_True_s2_seed2 │ │ │ ├── debug │ │ │ └── stats │ └── debug │ │ ├── cm_False_s0_seed0 │ │ ├── debug │ │ └── stats │ │ └── cm_True_s0_seed0 │ │ ├── debug │ │ └── stats ├── exp3 │ └── all │ │ ├── cm_ALIE_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_ALIE_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_BF_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_IPM_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_LF_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cm_mimic_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_ALIE_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_BF_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_IPM_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_LF_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── cp_mimic_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_ALIE_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_BF_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_IPM_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_LF_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── krum_mimic_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── output │ │ ├── exp3.csv │ │ └── exp3.pdf │ │ ├── rfa_ALIE_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_ALIE_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_BF_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_IPM_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_LF_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── rfa_mimic_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ └── rfa_mimic_0.9_s2_seed2 │ │ ├── debug │ │ └── stats ├── exp4 │ └── all │ │ ├── f12_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f12_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f12_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f12_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f12_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f12_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f1_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f1_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f1_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f1_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f1_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f1_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.0_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.0_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.0_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.0_s5_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.0_s5_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.0_s5_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.9_s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.9_s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.9_s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.9_s5_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.9_s5_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f5_0.9_s5_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f6_0.0_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f6_0.0_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f6_0.0_s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── f6_0.9_s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── f6_0.9_s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── f6_0.9_s2_seed2 │ │ ├── debug │ │ └── stats │ │ └── output │ │ ├── exp4_fix_f.csv │ │ ├── exp4_fix_f.pdf │ │ ├── exp4_fix_s.csv │ │ └── exp4_fix_s.pdf ├── exp5 │ └── all │ │ ├── ALIE_0.0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.5_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.99_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.9_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.5_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.99_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.9_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.5_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.99_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.9_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.5_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.99_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.9_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.5_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.99_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.9_seed0 │ │ ├── debug │ │ └── stats │ │ └── output │ │ └── exp5.pdf ├── exp6 │ └── all │ │ ├── ALIE_0.0_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.0_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.5_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.5_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.5_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.5_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.5_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.5_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.99_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.99_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.99_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.99_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.99_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.99_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.9_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.9_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.9_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.9_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.9_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_0.9_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.0_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.0_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.5_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.5_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.5_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.5_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.5_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.5_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.99_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.99_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.99_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.99_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.99_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.99_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.9_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.9_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.9_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.9_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.9_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_0.9_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.0_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.0_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.5_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.5_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.5_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.5_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.5_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.5_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.99_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.99_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.99_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.99_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.99_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.99_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.9_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.9_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.9_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.9_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.9_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_0.9_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.0_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.0_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.5_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.5_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.5_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.5_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.5_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.5_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.99_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.99_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.99_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.99_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.99_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.99_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.9_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.9_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.9_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.9_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.9_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_0.9_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.0_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.0_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.5_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.5_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.5_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.5_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.5_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.5_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.99_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.99_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.99_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.99_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.99_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.99_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.9_s0_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.9_s0_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.9_s0_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.9_s2_None_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.9_s2_linear_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_0.9_s2_sqrt_seed0 │ │ ├── debug │ │ └── stats │ │ └── output │ │ └── exp6.pdf ├── exp7 │ └── all │ │ ├── output │ │ └── exp7.pdf │ │ ├── s0_seed0 │ │ ├── debug │ │ └── stats │ │ ├── s0_seed1 │ │ ├── debug │ │ └── stats │ │ ├── s0_seed2 │ │ ├── debug │ │ └── stats │ │ ├── s2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── s2_seed1 │ │ ├── debug │ │ └── stats │ │ ├── s2_seed2 │ │ ├── debug │ │ └── stats │ │ ├── s3_seed0 │ │ ├── debug │ │ └── stats │ │ ├── s3_seed1 │ │ ├── debug │ │ └── stats │ │ └── s3_seed2 │ │ ├── debug │ │ └── stats ├── exp8 │ └── all │ │ ├── ALIE_s0_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s0_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s0_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s0_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s2_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s2_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s2_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s2_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s3_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s3_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s3_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── ALIE_s3_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s0_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s0_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s0_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s0_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s2_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s2_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s2_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s2_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s3_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s3_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s3_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── BF_s3_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s0_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s0_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s0_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s0_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s2_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s2_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s2_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s2_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s3_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s3_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s3_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── IPM_s3_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s0_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s0_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s0_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s0_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s2_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s2_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s2_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s2_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s3_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s3_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s3_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── LF_s3_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s0_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s0_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s0_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s0_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s2_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s2_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s2_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s2_8_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s3_1_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s3_2_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s3_4_seed0 │ │ ├── debug │ │ └── stats │ │ ├── mimic_s3_8_seed0 │ │ ├── debug │ │ └── stats │ │ └── output │ │ └── exp8.pdf └── exp9 │ └── all │ ├── ALIE_s0_1_seed0 │ ├── debug │ └── stats │ ├── ALIE_s0_2_seed0 │ ├── debug │ └── stats │ ├── ALIE_s0_4_seed0 │ ├── debug │ └── stats │ ├── ALIE_s0_8_seed0 │ ├── debug │ └── stats │ ├── ALIE_s2_1_seed0 │ ├── debug │ └── stats │ ├── ALIE_s2_2_seed0 │ ├── debug │ └── stats │ ├── ALIE_s2_4_seed0 │ ├── debug │ └── stats │ ├── ALIE_s2_8_seed0 │ ├── debug │ └── stats │ ├── ALIE_s3_1_seed0 │ ├── debug │ └── stats │ ├── ALIE_s3_2_seed0 │ ├── debug │ └── stats │ ├── ALIE_s3_4_seed0 │ ├── debug │ └── stats │ ├── ALIE_s3_8_seed0 │ ├── debug │ └── stats │ ├── BF_s0_1_seed0 │ ├── debug │ └── stats │ ├── BF_s0_2_seed0 │ ├── debug │ └── stats │ ├── BF_s0_4_seed0 │ ├── debug │ └── stats │ ├── BF_s0_8_seed0 │ ├── debug │ └── stats │ ├── BF_s2_1_seed0 │ ├── debug │ └── stats │ ├── BF_s2_2_seed0 │ ├── debug │ └── stats │ ├── BF_s2_4_seed0 │ ├── debug │ └── stats │ ├── BF_s2_8_seed0 │ ├── debug │ └── stats │ ├── BF_s3_1_seed0 │ ├── debug │ └── stats │ ├── BF_s3_2_seed0 │ ├── debug │ └── stats │ ├── BF_s3_4_seed0 │ ├── debug │ └── stats │ ├── BF_s3_8_seed0 │ ├── debug │ └── stats │ ├── IPM_s0_1_seed0 │ ├── debug │ └── stats │ ├── IPM_s0_2_seed0 │ ├── debug │ └── stats │ ├── IPM_s0_4_seed0 │ ├── debug │ └── stats │ ├── IPM_s0_8_seed0 │ ├── debug │ └── stats │ ├── IPM_s2_1_seed0 │ ├── debug │ └── stats │ ├── IPM_s2_2_seed0 │ ├── debug │ └── stats │ ├── IPM_s2_4_seed0 │ ├── debug │ └── stats │ ├── IPM_s2_8_seed0 │ ├── debug │ └── stats │ ├── IPM_s3_1_seed0 │ ├── debug │ └── stats │ ├── IPM_s3_2_seed0 │ ├── debug │ └── stats │ ├── IPM_s3_4_seed0 │ ├── debug │ └── stats │ ├── IPM_s3_8_seed0 │ ├── debug │ └── stats │ ├── LF_s0_1_seed0 │ ├── debug │ └── stats │ ├── LF_s0_2_seed0 │ ├── debug │ └── stats │ ├── LF_s0_4_seed0 │ ├── debug │ └── stats │ ├── LF_s0_8_seed0 │ ├── debug │ └── stats │ ├── LF_s2_1_seed0 │ ├── debug │ └── stats │ ├── LF_s2_2_seed0 │ ├── debug │ └── stats │ ├── LF_s2_4_seed0 │ ├── debug │ └── stats │ ├── LF_s2_8_seed0 │ ├── debug │ └── stats │ ├── LF_s3_1_seed0 │ ├── debug │ └── stats │ ├── LF_s3_2_seed0 │ ├── debug │ └── stats │ ├── LF_s3_4_seed0 │ ├── debug │ └── stats │ ├── LF_s3_8_seed0 │ ├── debug │ └── stats │ ├── mimic_s0_1_seed0 │ ├── debug │ └── stats │ ├── mimic_s0_2_seed0 │ ├── debug │ └── stats │ ├── mimic_s0_4_seed0 │ ├── debug │ └── stats │ ├── mimic_s0_8_seed0 │ ├── debug │ └── stats │ ├── mimic_s2_1_seed0 │ ├── debug │ └── stats │ ├── mimic_s2_2_seed0 │ ├── debug │ └── stats │ ├── mimic_s2_4_seed0 │ ├── debug │ └── stats │ ├── mimic_s2_8_seed0 │ ├── debug │ └── stats │ ├── mimic_s3_1_seed0 │ ├── debug │ └── stats │ ├── mimic_s3_2_seed0 │ ├── debug │ └── stats │ ├── mimic_s3_4_seed0 │ ├── debug │ └── stats │ ├── mimic_s3_8_seed0 │ ├── debug │ └── stats │ └── output │ ├── exp9_B2.pdf │ └── exp9_norm2.pdf ├── requirements.txt ├── run.sh └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-noniid-optimizer/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epfml/byzantine-robust-noniid-optimizer/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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