Platform for AI (aka. OpenPAI)

Platform for AI is an open source platform that provides complete AI model training and resource management capabilities, it is easy to extend and supports on-premise, cloud and hybrid environments in various scale.

The platform incorporates the mature design that has a proven track record in Microsoft’s large-scale production environment.

Support on-premises and easy to deploy

OpenPAI is a full stack solution. OpenPAI not only supports on-premises, hybrid, or public Cloud deployment but also supports single-box deployment for trial users.

Support popular AI frameworks and heterogeneous hardware

Pre-built docker for popular AI frameworks. Easy to include heterogeneous hardware. Support Distributed training, such as distributed TensorFlow.

Most complete solution and easy to extend

OpenPAI is a most complete solution for deep learning, support virtual cluster, compatible Hadoop / kubernetes eco-system, complete training pipeline at one cluster etc. OpenPAI is architected in a modular way: different module can be plugged in as appropriate.

Refer to the GitHub site for latest update: https://github.com/Microsoft/pai