Note that this repository is outdated: we are now using the next generation of the MLCommons CK workflow automation meta-framework (Collective Mind aka CM) developed by the open working group. Feel free to join this community effort to learn how to modularize ML Systems and automate their benchmarking, optimization and deployment in the real world!
This repository is compatible with the MLCommons CK framework v2.5.8 (Apache 2.0 license):
This repository contains a collection of stable CK components (automation recipes and workflows) to automate benchmarking, optimization and deployment of ML Systems across diverse platforms, environments, frameworks, models and data sets:
Don't hesitate to report issues or submit feature requests here.
Contact Grigori Fursin to join our MLCommons Design Space Exploration Workgroup (subgroup of Best Practices)!