cmind
Project description
Collective Mind meta-framework
Collective Knowledge concept (CK) provides a simple way to unify, manage, connect and reuse any artifacts, scripts, tools and workflows on any platform with any software and hardware stack. It is motivated by our tedious experience reproducing research papers on machine learning and systems and validating them in the real world.
Collective Mind workflow automation meta-framework (CM aka CK2) is the 2nd implementation of the CK concept being developed by the open MLCommons taskforce on education and reproducibility to make MLOps and DevOps more interoperable, portable, deterministic and reproducible.
MLCommons uses CM to to modularize ML and AI systems and automate their benchmarking, optimization and deployment across diverse and continuously changing software, hardware and data from the cloud to embedded devices.
© 2022 MLCommons
Documentation
Maintainers
- Grigori Fursin (OctoML, MLCommons, cTuning foundation)
- Arjun Suresh (OctoML, MLCommons)
Acknowledgments
This project is supported by MLCommons, OctoML and individual contributors.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
