Although the second method could be directly used to find out a non-parametric MPO objective function in principle, we believe the first method to be more efficient for that task, because it allows leveraging existing domain knowledge. The domain knowledge comes from two sources: the chemist explicitly defines which molecular properties are of interest, and, more importantly, the method predicts molecular properties using pre-trained models, which compress chemical knowledge from large databases.