FLBenchmark-toolkit/exp/config.json at main · AI-secure/FLBenchmark-toolkit · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
{
    "framework": "crypten",
    "algorithm": "mpc",
    "training": {
        "global_epochs": 10,
        "batch_size": 128,
        "learning_rate": 0.01,
        "loss_func": "cross_entropy",
        "optimizer": "sgd",
        "optimizer_param": {
            "momentum": 0.9,
            "dampening": 0,
            "weight_decay": 0,
            "nesterov": false
        }
    },
    "dataset": "default_credit_vertical",
    "model": "mlp_128_128_128",
    "deployment": {
        "mode": "colink",
        "participants": [
            {
                "user_id": "02b6b0f0c03f8c7451fa16aaecef8d03328a7211bddfb7fbe1eb9a027a5dc3b577",
                "role": "client"
            },
            {
                "user_id": "023cd56c77ad683a3d2d39f748a65e03ac27b848b49bc550c1ab53c4308b0fbe5d",
                "role": "client"
            }
        ]
    }
}