ucf101_baseline_pretrained.json

{
    "_description": "UCF101 video classification from pretrained, contributed by MITRE Corporation",
    "adhoc": null,
    "attack": {
        "knowledge": "white",
        "kwargs": {
            "batch_size": 1,
            "eps": 51.0,
            "eps_step": 0.1,
            "minimal": false,
            "num_random_init": 0,
            "targeted": false
        },
        "module": "art.attacks",
        "name": "FastGradientMethod",
        "use_label": false
    },
    "dataset": {
        "batch_size": 16,
        "framework": "numpy",
        "module": "armory.data.datasets",
        "name": "ucf101"
    },
    "defense": null,
    "metric": {
        "means": true,
        "perturbation": "linf",
        "record_metric_per_sample": false,
        "task": [
            "categorical_accuracy",
            "top_5_categorical_accuracy"
        ]
    },
    "model": {
        "fit": false,
        "fit_kwargs": {
            "nb_epochs": 10
        },
        "model_kwargs": {
            "model_status": "ucf101_trained"
        },
        "module": "armory.baseline_models.pytorch.ucf101_mars",
        "name": "get_art_model",
        "weights_file": "mars_ucf101_v1.pth",
        "wrapper_kwargs": {}
    },
    "scenario": {
        "kwargs": {},
        "module": "armory.scenarios.video_ucf101_scenario",
        "name": "Ucf101"
    },
    "sysconfig": {
        "docker_image": "twosixarmory/pytorch:0.9.1",
        "external_github_repo": "yusong-tan/MARS",
        "gpus": "all",
        "output_dir": null,
        "output_filename": null,
        "use_gpu": false
    }
}