metaqure/meta_properties.json at main · raphischer/metaqure · GitHub

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{
    "accuracy": {
        "name": "Accuracy",
        "shortname": "ACC",
        "unit": "percent",
        "group": "Performance",
        "weight": 0.125,
        "maximize": true,
        "independent_of_task": true
    },
    "f1": {
        "name": "F1 Score",
        "shortname": "F1",
        "unit": "percent",
        "group": "Performance",
        "weight": 0.125,
        "maximize": true,
        "independent_of_task": true
    },
    "precision": {
        "name": "Precision",
        "shortname": "PRC",
        "unit": "percent",
        "group": "Performance",
        "weight": 0.125,
        "maximize": true,
        "independent_of_task": true
    },
    "recall": {
        "name": "Recall",
        "shortname": "REC",
        "unit": "percent",
        "group": "Performance",
        "weight": 0.125,
        "maximize": true,
        "independent_of_task": true
    },
    "parameters": {
        "name": "Number of Parameters",
        "shortname": "PAR",
        "unit": "number",
        "group": "Resources",
        "weight": 0.0833333333,
        "independent_of_task": true
    },
    "fsize": {
        "name": "Model Size on Disc",
        "shortname": "FS",
        "unit": "byte",
        "group": "Resources",
        "weight": 0.0833333333,
        "independent_of_task": true
    },
    "train_power_draw": {
        "name": "Training Energy Draw",
        "shortname": "ENT",
        "unit": "wattseconds",
        "group": "Resources",
        "weight": 0.0833333333
    },
    "train_running_time": {
        "name": "Training Time",
        "shortname": "RTT",
        "unit": "seconds",
        "group": "Resources",
        "weight": 0.0833333333
    },
    "power_draw": {
        "name": "Energy Draw per Inference",
        "shortname": "ENI",
        "unit": "wattseconds",
        "group": "Resources",
        "weight": 0.0833333333
    },
    "running_time": {
        "name": "Running Time per Inference",
        "shortname": "RTI",
        "unit": "seconds",
        "group": "Resources",
        "weight": 0.0833333333
    }
}