About the non-profit cTuning foundation

News

• 2021 September: We are excited to announce that we've donated our CK framework and the MLPerf inference automation suite v2.5.8 to MLCommons (github.com/mlcommons/ck and github.com/mlcommons/ck-mlops) to benefit everyone! .
• 2021 March: Our ACM TechTalk about "reproducing 150 Research Papers and Testing Them in the Real World" is available on the ACM YouTube channel.
• 2021 March: The report from the "Workflows Community Summit: Bringing the Scientific Workflows Community Together" is available in ArXiv.
• 2021 March: Our paper about the CK techology has appeared in the Philosophical Transactions A, the world's longest-running journal where Newton published: DOI, ArXiv.
• 2020.December: We are honored to join MLCommons as a founding member to accelerate machine learning innovation.
• 2020.November: We are very excited to announce that we have completed the prototyping phase of our Collective Knowledge framework (CK) and successfully validated it in multiple industrial and academic projects as described in this white paper and the FASTPath'20 presentation. We have helped our partners and the community to use CK as an extensible playground to implement reusable components with automation actions for AI, ML, and systems R&D.; We used such components to assemble portable workflows from reproduced research papers during our reproducibility initiatives at ML and systems conferences. We then demonstrated that it was possible to use such portable workflows to automate the co-design process of efficient software, hardware and models, simplify MLPerf inference benchmark submissions, and quickly deploy emerging AI, ML, and IoT technology in production in the most efficient way (speed, accuracy, energy, costs) across diverse platforms from data centers to edge devices.