ClearML is the missing DevOps piece in your machine learning software stack. ClearML gives data scientists tools to manage experiments, orchestrate workloads, and manage data, all in a simple open-source tool that integrates with whatever tool chain a team is using already.
“We’ve leapt up from thousands of data sets to millions without needing to add to our staff. It doesn’t get any more cost-effective than that.”
"To be a perfectionist about this complex process is timeconsuming work, and human error inevitably comes into play. With ClearML, we’ve eliminated both these weak points."
“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.”
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