AgitatedDove14 so if I undestand it correctly, the parameters such as time_limit_per_job, max_iteration_per_job, etc. can be surpassed by internal processes in Optuna and so on, right? I observe this behaviour also in the case of RandomSearch, does it stop the experiments either? And as I wrote, the first two spawned tasks were aborted using this message, this is weird, isn't it? I mean that HPO stops the tasks with early stop even though no previous tasks (benchmarks) are known.