cifar_dm-large_8_255.json

{
    "model_def": "model_defs_gowal.py",
    "dataset": "cifar",
    "models_path": "./cifar_dm-large_8_255/",
    "training_params": {
        "method": "robust",
        "epochs": 3200,
        "lr": 0.0005,
        "lr_decay_factor": 0.1,
        "lr_decay_step": null,
        "lr_decay_milestones": [2600, 3040],
        "weight_decay": 0.0,
        "optimizer": "adam",
        "starting_epsilon": 0.0,
        "epsilon": 0.03451,
        "schedule_start": 320,
        "schedule_length":1601,
        "schedule_type": "smoothed",
        "norm": "inf",
        "verbose": false,
        "multi_gpu": true,
        "loader_params": {"batch_size": 512, "test_batch_size": 256, "shuffle_train": true, "train_random_transform": true, "normalize_input": true},
        "method_params": {"bounded_input": true, "bound_type": "crown-interval", "batch_multiplier":2}
    },
    "attack_params": {
        "batch_size": 128,
        "eps_start": 0.0,
        "eps_end": 0.03137,
        "eps_step": 9
    },
    "eval_params": {
        "method": "robust",
        "epsilon": 0.03137,
        "norm": "inf",
        "verbose": false,
        "loader_params": {"batch_size": 128, "test_batch_size": 256, "shuffle_train": true, "normalize_input": true},
        "method_params": {"bounded_input": true, "bound_type": "interval"}
    },
    "models": [
        {
            "model_id": "IBP_large",
            "model_class": "IBP_large",
            "model_params": {"in_ch": 3, "in_dim": 32, "linear_size": 512}
        }
    ]
}