
PyTorch Responsible AI Development Tools: a tool, library, or web/mobile app to support researchers and developers in creating responsible AI that factors in fairness, security, privacy, and more throughout its entire development process.

The virtual hackathon ran from September 8 through November 2, 2021, with more than 1,900 registered participants from 110 countries, submitting a total of 65 projects. Entrants were judged on their idea’s quality, originality, potential impact, and how well they implemented it. All projects can be viewed here.
Meet the winners of each category below!
PYTORCH DEVELOPER TOOLS
First Place: RaNNC
RaNNC is a middleware to automate hybrid model/data parallelism for training very large-scale neural networks capable of training 100 billion parameter models without any manual tuning.