SourSwallow36 okay, let's assume we have the base experiment (the original one before the HP process).
What we do is we clone that experiment (either in UI or with code or with code automation, aka HP optimizer. Then each clone of the original gets a set of new HP, then we enqueue the 10 experiments into the execution queue. In parallel, we run trains-agent on a machine, and connect it to the queue. It will pull the experiments, one after the other, run them and log their results. We will end with 10 "completed" experiments.
Make sense?