config_mb.json

{
  "hyperparameter_config_space": {
    "constants": {
      "efn_model": "B0",
      "img_size": "150"
    },
    "search_space": {
      "batch_multiplier": {
        "type": "UI",
        "lower": "2",
        "upper": "5"
      },
      "learning_rate": {
        "type": "UF",
        "lower": ".0002",
        "upper": ".00055"
      },
      "beta_1": {
        "type": "UF",
        "lower": ".9005",
        "upper": ".92"
      },
      "beta_2": {
        "type": "UF",
        "lower": ".99881",
        "upper": ".9995"
      },
      "l2_multiplier": {
        "type": "UF",
        "lower": ".08",
        "upper": ".14"
      },
      "batch_size": {
        "type": "UI",
        "lower": "8",
        "upper": "22"
      },
      "drop_connect_rate": {
        "type": "UF",
        "lower": ".1216",
        "upper": ".2764"
      },
      "font_size": {
       "type": "UF",
        "lower": ".4",
        "upper": ".6"
      }
    }
  }
}