Accelerate your deep learning development lifecycle
Determined AI streamlines your deep learning workflows, tracks your work, and manages your GPU clusters.
Determined AI Platform
Determined AI takes a pragmatic, results-driven approach to deep learning, with a goal of dramatically improving the productivity of deep learning developers. Our integrated AutoML platform simplifies the entire deep learning workflow from data management to model training and deployment. We manage your heterogeneous hardware and optimize your GPU resource utilization.
AutoML at scale
Deliver quality models in less time
State-of-the-art hyperparameter and neural architecture search
Push-button transfer learning and retraining
Automatic data-parallel distributed training
Data access accelerator
TensorFlow, Keras, or PyTorch support
Optimize resource utilization and ensure experiment reliability
Efficient scheduling and execution of experiments
Share GPU resources on premises, in the cloud, or both.
Enable reproducibility and collaboration
Integrated metrics capture and model version management
Reproducible, containerized training
Label and share experiments
Multi-tenancy in a shared infrastructure
Real-time experiment metrics visualization
JUN 24, 2020
How to Build an Enterprise Deep Learning Platform, Part Three