Determined AI is an open-source deep learning training platform for training models with built-in hyperparameter tuning and distributed training.
Benefits and features
- Tracking and reproducing experiments
- Trains models faster via distributed computing
- Supports TensorFlow, Keras, and PyTorch
- Model deployment via MLflow
- Hyperparameter tuning
- Support for TensorBoard
- Environment configuration using Yaml files
- Experiments dashboard
- Checkpointing and resource scheduling
- Visualization and debugging
- Cluster sharing and resource management
- Support for Kubernetes
Easy to use package for hastening the process of training models via distributed computing. Also well documented and responsive support team.
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