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
Personne
Fan Yang
Sr. Principal Research Manager
Yanjie Gao
Senior Researcher
Mao Yang
Assistant Managing Director
Scarlett Li
Principal PM Manager