That's already very helpful, thanks a lot!

So if I understand it correctly, I can change the artifacts storage costs, without changing my logging behavior, but the metrics costs can only be changed by logging e.g. less scalar values, correct?

Hi @<1523702439230836736:profile|HomelyShells16> , artifacts storage are things that are stored on the files server. Those are artifacts, models & debug samples. output_uri would handle both artifacts & models but to reroute debug samples you have to also change the files_server in clearml.conf . So if you redirect everything then artifacts storage would be 0.

Metrics storage however is the space that the tasks and their outputs (logs, scalars, events, task data (name, parameters, ...)). This all resides on a few different databases on the backend and will always take up space.

Makes sense?