--- a
+++ b/demo/scripts/default_nn.conf
@@ -0,0 +1,35 @@
+experiment {
+  data_path = "../../data/inputdata_DL.pkl"
+  output_dir = null # If it is None, output dir would be `output` folder under the data path directory
+  batch_size = 100
+  n_epochs = 300
+  n_evals = 9
+  n_bootstraps = 100
+  n_folds = 6
+  search_method = "grid search"
+  backend = "torch"
+}
+
+
+# hyperparams search range define here.
+# Notice that value name has to match input arguments' names, defined in survival4D/models
+hypersearch {
+  lr_exp = [-6, -4]
+  alpha = [0.3, 0.7]
+//  dropout = [0, 0.5]
+//  num_ae_units1 = [75, 250]
+//  num_ae_units2 = [5, 20]
+//  weight_decay_exp = [-7, -4]
+}
+
+
+# These are model args that are fixed, and do not need to hypersearch.
+model {
+  model_name = "baseline_bn_autoencoder" # must be one of the function names in model_factory function of survival4D/models
+  num_ae_units1 = 250
+  num_ae_units2 = 20
+  dropout = 0
+  weight_decay_exp = -5
+//  alpha = 0.5
+//  l1_reg_lambda_exp = -5
+}
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