NAFBee/NAFBee_VGG19.json at main · Edge-AI-Acceleration-Lab/NAFBee · GitHub

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{
    "1": {
        "network": "VGG19",
        "activation": "ReLU",
        "accuracy": 91.06
    },
    "2": {
        "network": "VGG19",
        "activation": "GELU",
        "accuracy": 91.03
    },
    "3": {
        "network": "VGG19",
        "activation": "SiLU",
        "accuracy": 91.03
    },
    "4": {
        "network": "VGG19",
        "activation": "LeakyReLU",
        "accuracy": 90.75
    },
    "5": {
        "network": "VGG19",
        "activation": "ReLU6",
        "accuracy": 90.61
    },
    "6": {
        "network": "VGG19",
        "activation": "Mish",
        "accuracy": 90.54
    },
    "7": {
        "network": "VGG19",
        "activation": "Hardswish",
        "accuracy": 89.94
    },
    "8": {
        "network": "VGG19",
        "activation": "CELU",
        "accuracy": 88.36
    },
    "9": {
        "network": "VGG19",
        "activation": "ELU",
        "accuracy": 87.01
    },
    "10": {
        "network": "VGG19",
        "activation": "Hardtanh",
        "accuracy": 86.74
    },
    "11": {
        "network": "VGG19",
        "activation": "SELU",
        "accuracy": 85.83
    }
}