Building and training optimized models at scale is considered the most demanding and critical stage of machine learning (ML) development. Determined AI accelerates time-to-production with an open-source platform to build and train models faster and easier.

Determined AI helps researchers and scientists focus on innovation and accelerate their time-to-delivery by removing the complexity and cost associated with machine learning development. This includes making it easy to set-up, configure, manage and share workstations or AI clusters that run on-premise or in the cloud.

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 spot 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 machine learning environment — which means you can spend your time building models instead of managing infrastructure.

Since the open-source project launched in 2020, and as a result of its focus on model training, Determined AI has quickly emerged as a leading training tool in the evolving machine learning software ecosystem. Its solution has been adopted by users across a wide range of industries, such as biopharmaceuticals, autonomous vehicles, defense contracting, and manufacturing.

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Projects

Determined

Determined is an open-source deep learning training platform that makes building models fast and easy.

• Explore the Determined AI Documentation

Workshops-on-Demand

Take advantage of our free, Jupyter-Notebook based workshops available in the HPE Developer Hack Shack. These technical workshops provide you with an in-depth, hands-on learning experience where you can interact with and learn from the experts. Designed to fit your schedule, these workshops are available 24/7 – any time, from anywhere.

Any questions on Determined AI or about the Determined open-source project?

Join the Determined AI Slack Workspace and start a discussion.