Oh, sorry, I wrongly understand your issue. 😞
But it is the interesting one!
What comes to my mind, that https://clear.ml/docs/latest/docs/references/sdk/hpo_parameters_parameterset#class-automationparameterset can be required when there is a link between two variables. But I have never tested it and I am not ClearML developer, so do not take this advice too seriously. 🙂 Hoperfully, someone more ClearML experienced will respond you.