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Note that this repository is outdated: we are now using the next generation of the MLCommons CK workflow automation meta-framework (Collective Mind aka CM) developed by the open working group.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!

CK repository with automation workflows for MLPerf and MLOps

compatibility automation Windows Build status

CK compatibility

This repository is compatible with the MLCommons CK framework v2.5.8 (Apache 2.0 license):

Documentation

Overview

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:

Current projects

Use cases

Motivation

Coordinator

Problems

Don't hesitate to report issues or submit feature requests here.

Public discussions

Contact Grigori Fursin to join our MLCommons Design Space Exploration Workgroup (subgroup of Best Practices)!