Determined AI

Determined AI is an open-source deep learning platform that simplifies the process of building and training machine learning models. It is designed to enhance productivity by providing tools for distributed training, hyperparameter tuning, and experiment tracking, all without requiring significant alterations to the existing codebase.

### Key Functionalities:

- Distributed Training: Effectively utilize multiple GPUs for faster training times and improved resource management.
- Hyperparameter Tuning: Automate the tuning of model parameters to optimize performance without manual intervention.
- Experiment Tracking: Keep detailed records of experiments, results, and configurations to facilitate better collaboration among team members.

Determined AI supports integration with popular deep learning frameworks such as PyTorch, TensorFlow, and Keras, thus allowing users to leverage existing knowledge and tools.

The user-friendly interface allows for easy resource management and result analysis, making it straightforward for teams to share computational resources and monitor progress. This platform aims to accelerate the research and development of AI models, enabling teams to collaborate more effectively and innovate faster.