Determined: Deep Learning Training Platform
Determined is an open-source 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.
Installation
Try Now on AWS
Next Steps
For a brief introduction to using Determined, start with the
Quick Start Guide.
To use an existing deep learning model with Determined, follow the
tutorial for your preferred deep learning framework:
Documentation
The documentation for the latest version of Determined can always be found
here.
Community
If you need help, want to file a bug report, or just want to keep up-to-date
with the latest news about Determined, please join the Determined community!
- Slack is the best place to
ask questions about Determined and get support. Click here to join our Slack. - You can also join the community mailing list
to ask questions about the project and receive announcements. - To report a bug, file an issue on GitHub.
- To report a security issue, email
security@determined.ai.