Determined: Open Source Deep Learning Training Platform

Determined is a deep learning training platform that makes building models fast and easy. Determined enables you to:

• Train models faster using state-of-the-art distributed training, without changing your model code
• Automatically find high-quality models with advanced hyperparameter tuning from the creators of Hyperband
• Get more from your GPUs with smart scheduling and cut cloud GPU costs by seamlessly using preemptible instances
• Track and reproduce your work with experiment tracking that works out-of-the-box, covering code versions, metrics, checkpoints, and hyperparameters

Determined integrates these features into an easy-to-use, high-performance deep learning environment — which means you can spend your time building models instead of managing infrastructure.

To use Determined, you can continue using popular DL frameworks such as TensorFlow and PyTorch; you just need to update your model code to integrate with the Determined API.

Technical Support

Join our Community Slack. Check the repository on GitHub. Drop us a line here.

Documentation

The documentation for the latest version of Determined can always be found here, as well as the latest release notes.

License

License can be found here