@<1537605940121964544:profile|EnthusiasticShrimp49> : The biggest advantage I see to split your code into pipeline components is caching. A little bit structuring your code, but I was told by the staff this should not one's main aim with ClearML components. What is your main take away for splitting your code into components?

My HPO on top of the pipeline is already working 🙂 I am currently experimenting on using the HPO in a (other) pipeline that creates two HPO steps (from the same function!) to first optimize in one direction of the parameter space and then in the others; the reason for this is to save time, because a full search would take forever.