sweep_config = {
    "method":"grid",
    "metric":{
        "name":"val_accuracy",
        "goal":"maximize"
    },
    "parameters":
    {
        "learning_rate":{
            "values":[0.001,0.0005]
        },
        "batch_size":{
            "value":64
        },
        "units":{
            "values":[1024,2048,4096]
        },
        "epochs":
        {
            "value":100
        },
        "num_blocks":{
            "values":[3,4,5,6]},
        "filter_mults":{
            "values":[1,2,3]},
        "dropouts":{
        "values":[0.3,0.4,0.5]},
        "IMG_SIZE" : {
            "values":[150,200]
        }
    }
}

        __
        __