mlcommons / cm4mlops
A collection of portable, reusable and cross-platform automation recipes (CM scripts) to make it easier to build and benchmark AI systems across diverse models, data sets, software and hardware
☆13Updated this week
Related projects ⓘ
Alternatives and complementary repositories for cm4mlops
- Collective Knowledge repository to support artifact evaluation and reproducibility initiatives:☆52Updated 3 months ago
- A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outd…☆17Updated 9 months ago
- Portable and customizable Collective Knowledge workflows for TVM and VTA:☆15Updated 3 years ago
- Collective Knowledge web extension to browse CK repositories, visualize interactive graphs and articles, render CK-based websites, implem…☆33Updated 3 years ago
- Collective Knowledge workflow for ARM's workload automation tool: an open framework for gathering and sharing knowledge about system desi…☆21Updated 3 years ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆13Updated 5 years ago
- CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and mu…☆57Updated 2 years ago
- Shared artifacts and workflows from the EPSRC Pamela project in the customizable, portable and reusable Collective Knowledge format:☆21Updated 3 years ago
- This repository is outdated! Join the open MLPerf workgroup to participate in the development of the next generation of automation workfl…☆32Updated 2 years ago
- Simple plugin and event-based interface to expose externals of hardwired tools (and connect them to Collective Knowledge Framework). Furt…☆23Updated 5 years ago
- Public scenarios to crowdsource experiments (such as DNN crowd-benchmarking and crowd-tuning) using Collective Knowledge Framework across…☆23Updated 3 years ago
- Public data sets and their properties in the Collective Knowledge Format with JSON API and JSON meta information to be easily pluggable t…☆25Updated 3 years ago
- Collective Knowledge extension to automate Docker "build","run" and "push" functions and packge CK repositories for collaborative and rep…☆29Updated 3 years ago
- Android application to participate in experiment crowdsourcing (such as workload crowd-benchmarking and crowd-tuning) using Collective Kn…☆25Updated 4 years ago
- Integration of Caffe2 to Collective Knowledge workflow framework to provide unified CK JSON API for AI (customized builds across diverse …☆32Updated 3 years ago
- Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software,…☆34Updated 3 years ago
- Standalone, thin and portable server to let users participate in experiment crowdsourcing using Windows devices via Collective Knowledge …☆28Updated 7 years ago
- Images for CK documentation☆21Updated last year
- CK GUI application to crowdsource benchmarking and optimization of DNN engines and models across diverse Linux or Windows platforms. Furt…☆19Updated 5 years ago
- Validated Collective Knowledge workflows and results from the 1st ACM ReQuEST tournament on co-design of Pareto-efficient SW/HW stack for…☆13Updated 6 years ago
- Collective Knowledge packages for various mathematical libs to be plugged into portable and customizable CK research workflows:☆37Updated 3 years ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆11Updated 5 years ago
- Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) su…☆34Updated 3 years ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆15Updated 5 years ago
- Medium data set (20 frames) in the CK format for the EPSRC Pamela project:☆16Updated 3 years ago
- CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacO…☆72Updated 2 years ago
- Shared artifacts and workflows from the EU FP7 Carp project in the customizable, portable and reusable Collective Knowledge format:☆17Updated 3 years ago
- CK dissemination modules☆23Updated 3 years ago
- Shared artifacts in the Collective Knowledge Format as a proof-of-concept to reproduce our recent Collective Mind- and Collective Knowled…☆23Updated 3 years ago
- ADAPT workshop website powered by CK☆23Updated 5 years ago