mlp_parameter_tuning_uncached.json

{
  "model": {
    "_name": "MultiLayerPerceptron",
    "hidden_dim": "$hidden_dim",
    "data": "$my_dataset_splits"
  },
  "optimizer": {
    "_name": "Adam",
    "lr": "$lr",
    "params": {
      "_name": "TrainableParameters"
    }
  },
  "scheduler": {
    "_name": "ReduceLROnPlateau",
    "patience": 1,
    "mode": "min",
    "factor": 0.5
  },
  "trainer": {
    "_name": "BasicTrainer",
    "model": "$model",
    "dataset_splits": "$my_dataset_splits",
    "loss": {
      "_name": "CrossEntropyLoss"
    },
    "optimizer": "$optimizer",
    "gradient_clipping": 0.25,
    "num_epochs": 5,
    "seed": 1337,
    "regularizer": {
      "_name": "L1"
    },
    "tensorboard_logs": "$HOME/surnames/tensorboard/mlp",
    "metrics": {
      "accuracy": {
        "_name": "Accuracy"
      },
      "loss": {
        "_name": "LossMetric",
        "loss_fn": {
          "_name": "CrossEntropyLoss"
        }
      }
    }
  },
  "reporter": {
    "_name": "MyReporter"
  }
}