so2sat_config_r3.json

{
    "_description": "Baseline so2sat classification",
    "adhoc": null,
    "attack": {
        "generate_kwargs": {
            "patch_height": 2,
            "patch_width": 2,
            "xmin": 0,
            "ymin": 0
        },
        "knowledge": "white",
        "kwargs": {
            "batch_size": 1,
            "eps": 2.0,
            "eps_step": 0.03,
            "max_iter": 100,
            "num_random_init": 0,
            "random_eps": false,
            "targeted": false,
            "verbose": false
        },
        "module": "armory.art_experimental.attacks.pgd_patch",
        "name": "PGDPatch",
        "use_label": true
    },
    "dataset": {
        "batch_size": 1024,
        "eval_split": "validation",
        "framework": "numpy",
        "module": "armory.data.datasets",
        "name": "so2sat"
    },
    "defense": null,
    "metric": {
        "means": true,
        "perturbation": "l0",
        "record_metric_per_sample": false,
        "task": [
            "categorical_accuracy"
        ]
    },
    "model": {
        "fit": false,
        "fit_kwargs": {},
        "model_kwargs": {},
        "wrapper_kwargs": {},
        "module": "my_models.cnn_so2sat_r3",
        "name": "get_art_model",
        "weights_file": "cnn_so2sat.pth"
    },
    "scenario": {
        "kwargs": {
            "attack_modality": "sar"
        },
        "module": "armory.scenarios.multimodal_so2sat_scenario",
        "name": "So2SatClassification"
    },
    "sysconfig": {
        "docker_image": "twosixarmory/tf1:0.13.3",
        "external_github_repo": "devnkong/armory-submission@master",
        "gpus": "all",
        "output_dir": null,
        "output_filename": null,
        "use_gpu": true
    }
}