Update ames-wo-val-hyperparam-optimization-local.py

Set valid range for p_lateral_connection.

Author: david-thrower

ames-wo-val-hyperparam-optimization-local.py

@@ -59,7 +59,7 @@ def objective(trial):
     predecessor_level_connection_affinity_factor_first = trial.suggest_float('predecessor_level_connection_affinity_factor_first', 0.5, 7.0)
     predecessor_level_connection_affinity_factor_main = trial.suggest_float('predecessor_level_connection_affinity_factor_main', 0.5, 7.0)
     max_consecutive_lateral_connections = trial.suggest_int('max_consecutive_lateral_connections', 25, 35)
-    p_lateral_connection = trial.suggest_float('p_lateral_connection', 1.0, 10.0)
+    p_lateral_connection = trial.suggest_float('p_lateral_connection', 0.001, 1.0)
     num_lateral_connection_tries_per_unit = trial.suggest_int('num_lateral_connection_tries_per_unit', 7, 15)
     learning_rate = trial.suggest_float('learning_rate', 0.004, 0.06, log=True)
     epochs = trial.suggest_int('epochs', 20, 120)