diff --git a/server/analysis/simulation.py b/server/analysis/simulation.py index ec08192..77cb738 100644 --- a/server/analysis/simulation.py +++ b/server/analysis/simulation.py @@ -267,11 +267,11 @@ def run_optimize(X, y, X_samples, model_name, opt_kwargs, model_kwargs): # Optimize the DBMS's configuration knobs timer.start() - X_news, _, _, loss = tf_optimize(m.model, X_samples, **opt_kwargs) + res = tf_optimize(m.model, X_samples, **opt_kwargs) timer.stop() config_optimize_sec = timer.elapsed_seconds - return X_news, loss, m.get_model_parameters(), m.get_hyperparameters() + return res.minl_conf, res.minl, m.get_model_parameters(), m.get_hyperparameters() def gpr_new(env, config, n_loops=100):