Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Tool
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective. 10x Larger Models 5x Faster Training Minimal Code Change DeepSpeed can train DL models with over a hundred billion parameters…
Tool
Synapse Machine Learning
SynapseML is an ecosystem of tools aimed towards expanding the distributed computing framework Apache Spark (opens in new tab) in several new directions. SynapseML adds many deep learning and data science tools to the Spark…
Podcast
Microsoft Scheduler and dawn of Intelligent PDAs with Dr. Pamela Bhattacharya
In a world where productivity is paramount and only a handful of people have personal assistants, many of us are frustrated by the amount of time we spend in meetings, and worse, the amount time…
Publication
How to Trap a Gradient Flow
Publication