config.json

{
    "case14": {
        "load_scale": 2,
        "no_load": 14,
        "RATE_A": [180, 110, 110, 110, 110, 50, 150, 130, 50, 60, 50, 30, 50, 100, 40, 40, 20, 50, 20, 40],
        "first_coeff": [20, 10, 50, 60, 70],
        "load_shed_coeff_scale": 100,
        "gen_storage_coeff_scale": 10,
        "shunt_tap_linecharge": false
    },
    "case9": {
        "load_scale": 2.2,
        "RATE_A": null,
        "first_coeff": [50, 12, 10],
        "load_shed_coeff_scale": 1,
        "gen_over_coeff_scale": 1,
        "shunt_tap_linecharge": false
    },
    "random_seed": 42,
    "train_prop": 0.8,
    "is_small_size": false,
    "small_size": 0,
    "is_flatten": true,
    "exp_dim": false,
    "is_scale": false,
    "fix_first_b": true,
    "nn":{
        "batch_size": 64,
        "batch_size_spo": 64,
        "batch_size_eval": 64,
        "lr_mse": 1e-3,
        "lr_spo": 1e-2,
        "lr_spo_robust_input": 1e-2,
        "lr_spo_robust_parameter": 1e-2,
        "lr_spo_robust_both": 1e-2,
        "epoch_mse": 250,
        "epoch_mse_warm": 200,
        "epoch_spo": 100,
        "epoch_spo_robust": 200,
        "feature_size": 88,
        "output_size": 14,
        "hidden_size": 200,
        "model_dir": "trained_model/",
        "watch_mse": "train",
        "watch_spo": "train",
        "train_with_test_spo": true,
        "T_max": 32,
        "min_lr_ratio": 0.01,
        "gradient_clip_norm": 10,
        "solver_args": {
            "eps": 1e-5
        }
    },
    "attack": {
        "no_iter": 7,
        "no_iter_eval": 7,
        "fixed_feature": [0,1,2,3],
        "multirun_no": 3,
        "certify_no": 1,
        "eps_parameter": [0.05, 0.1, 0.2],
        "alpha": [0.5, 1.0]
    }
}