config_cifar10rot_none.json

{
    "experiment": {
        "name":"cifar10rot_ifca_tune_mon",
        "gpu": 0,
        "runs": 1,
        "filename": "results_clusters",
        "flags": {
            "overlap": true,
            "finetuning": false,
            "train_gate_only": false,
            "train_local": true,
            "ensembles": true,
            "tensorboard": false
        }
    },
    "data": {
        "dataset": "cifar10rot",
        "n_data": -1,
        "n_data_test": -1,
        "num_classes": 10,
        "opt": 0,
        "p": -1,
        "train_frac": 0.5
    },
    "model": {
        "model": "ifca"
    },
   "federated": {
        "epochs": 600,
        "clusters": 1,
        "explore_strategy": "none",
        "num_clients": 200,
        "lr": 0.0005148018487563463,
        "frac": 0.1,
        "eps": 0.8152836152434226,
        "local_bs": 50,
        "local_ep": 5,
        "fldropout": 0.21621028185876315,
        "fl_weight_decay": 0.0005348089240471783,
        "flhiddenunits1": 384,
        "flhiddenunits2": 194,
        "flfilters1": 64,
        "flfilters2": 64
    },
    "finetuning": {
        "ft_lr": 1e-4,
        "ft_weight_decay": 1e-4
    },
    "local": {
        "loc_epochs": 600,
        "local_lr": 0.00020164132724852216,
        "local_weight_decay": 0.01894435313710265,
        "localdropout": 0.7273834329590385,
        "localhiddenunits1": 384,
        "localhiddenunits2": 194,
        "localfilters1": 64,
        "localfilters2": 64
    },
    "moe": {
        "moe_epochs": 600,
        "moe_lr": 0.00002110944528035249,
        "gatedropout": 0.4164920732838405,
        "gatehiddenunits1": 128,
        "gatehiddenunits2": 256,
        "gatefilters1": 16,
        "gatefilters2": 16,
        "gate_weight_decay": 0.013607671873583155
    }
}