How Determined WorksΒΆ

With Determined you can:

  • Use state-of-the-art distributed training to train models faster without changing model code.

  • Automatically find high-quality models using advanced hyperparameter tuning.

  • Get more from your GPUs and reduce cloud GPU costs with preemptible instances and smart scheduling.

  • Leverage experiment tracking out-of-the-box to track and reproduce your work, tracking code versions, metrics, checkpoints, and hyperparameters.

  • Continue using popular deep learning libraries, such as TensorFlow, Keras, and PyTorch by simply integrating the Determined API with your existing model code.

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

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