ClearML

“This enables reusing the artifacts for new experiments, a practice known as warm-start training. ClearML easily allows our AI engineers to define a model checkpoint from which an experiment can be continued, by downloading it and loading automagically.”

“For a company whose key value proposition to its customers is the quality of its AI detection algorithms at a competitive price point, the most fundamental key to success is building an automated, high-quality scalable data pipeline. ClearML catapulted us in what we have been able to achieve in both the time and resourc-es needed. There is currently no comparable commercial solu-tion to ClearML out there.”

“ClearML creates an unexpected ‘calming’ feeling because all the data is just right there. I can instantly filter, search for and archive results, and organize experiments using the Leaderboard. For instance, there was a day I needed to retrieve critical data from a previous experiment, but I simply didn’t remember its name. But I did remember the results, so I searched for that, and found exactly what I needed. It sounds simple, but it saved me hours of work. And this kind of thing now happens all the time. Those saved hours add up quickly.”