yahpo-lcbench/config_space.json

{
  "hyperparameters": [
    {
      "name": "OpenML_task_id",
      "type": "categorical",
      "choices": [
        "3945",
        "7593",
        "34539",
        "126025",
        "126026",
        "126029",
        "146212",
        "167104",
        "167149",
        "167152",
        "167161",
        "167168",
        "167181",
        "167184",
        "167185",
        "167190",
        "167200",
        "167201",
        "168329",
        "168330",
        "168331",
        "168335",
        "168868",
        "168908",
        "168910",
        "189354",
        "189862",
        "189865",
        "189866",
        "189873",
        "189905",
        "189906",
        "189908",
        "189909"
      ],
      "default": "3945",
      "probabilities": null
    },
    {
      "name": "batch_size",
      "type": "uniform_int",
      "log": true,
      "lower": 16,
      "upper": 512,
      "default": 91
    },
    {
      "name": "epoch",
      "type": "uniform_int",
      "log": false,
      "lower": 1,
      "upper": 52,
      "default": 26
    },
    {
      "name": "learning_rate",
      "type": "uniform_float",
      "log": true,
      "lower": 0.00010000000000000009,
      "upper": 0.10000000000000002,
      "default": 0.0031622777
    },
    {
      "name": "max_dropout",
      "type": "uniform_float",
      "log": false,
      "lower": 0.0,
      "upper": 1.0,
      "default": 0.5
    },
    {
      "name": "max_units",
      "type": "uniform_int",
      "log": true,
      "lower": 64,
      "upper": 1024,
      "default": 256
    },
    {
      "name": "momentum",
      "type": "uniform_float",
      "log": false,
      "lower": 0.1,
      "upper": 0.99,
      "default": 0.545
    },
    {
      "name": "num_layers",
      "type": "uniform_int",
      "log": false,
      "lower": 1,
      "upper": 5,
      "default": 3
    },
    {
      "name": "weight_decay",
      "type": "uniform_float",
      "log": false,
      "lower": 1e-05,
      "upper": 0.1,
      "default": 0.050005
    }
  ],
  "conditions": [],
  "forbiddens": [],
  "python_module_version": "0.4.18",
  "json_format_version": 0.2
}