That's an option This really depends on your usage - if you want those 'custom parameters' be accessible by other tasks, then save them as artifacts. If you only want visibility - then save them as scalars. You have a nice example on usage here: https://github.com/allegroai/clearml/blob/master/examples/reporting/scalar_reporting.py