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TrainingDynamic

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TrainingDynamic
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{
    "DVI": {
        "SETTING": "normal",
        "CLASSES": [
            "0",
            "1",
            "2",
            "3",
            "4",
            "5",
            "6",
            "7",
            "8",
            "9"
        ],
        "GPU": "0",
        "DATASET": "mnist",
        "EPOCH_START": 1,
        "EPOCH_END": 20,
        "EPOCH_PERIOD": 1,
        "EPOCH_NAME":"Epoch",
        "TRAINING": {
            "NET": "resnet18",
            "loader_tr_args": {
                "batch_size": 128,
                "num_workers": 1
            },
            "loader_te_args": {
                "batch_size": 1000,
                "num_workers": 1
            },
            "optimizer_args": {
                "lr": 0.1,
                "momentum": 0.9,
                "weight_decay": 0.0005
            },
            "num_class": 10,
            "train_num": 60000,
            "test_num": 10000,
            "milestone": [
                10
            ]
        },
        "VISUALIZATION": {
            "PREPROCESS": 0,
            "BOUNDARY": {
                "B_N_EPOCHS": 1,
                "L_BOUND": 0.4
            },
            "BATCH_SIZE":1000,
            "LAMBDA1": 1.0,
            "LAMBDA2": 0.3,
            "ENCODER_DIMS": [
                512,
                256,
                256,
                256,
                2
            ],
            "DECODER_DIMS": [
                2,
                256,
                256,
                256,
                512
            ],
            "N_NEIGHBORS": 15,
            "MAX_EPOCH": 20,
            "S_N_EPOCHS": 10,
            "PATIENT": 3,
            "RESOLUTION": 300,
            "FLAG": "_temporal_id_withoutB",
            "EVALUATION_NAME": "proxy_eval"
        }
    }
}