cTuning foundation (founding member of MLCommons)
cTuning foundation (founding member of MLCommons)
ck-env
CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It includes software detection plugins and meta...
ck-tensorflow
Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):
ck-autotuning
CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and multi-objective benchmarking, optimization and SW/HW co-design:
ck-caffe2
Integration of Caffe2 to Collective Knowledge workflow framework to provide unified CK JSON API for AI (customized builds across diverse libraries and hardware, unified AI API, collaborative experimen...
ck-clsmith
Collective Knowledge extension to crowdsource bug detection in OpenCL compilers using CLSmith tool from Imperial College London
ck-crowd-scenarios
Public scenarios to crowdsource experiments (such as DNN crowd-benchmarking and crowd-tuning) using Collective Knowledge Framework across diverse mobile devices provided by volunteers. Results are con...
ck-analytics
Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software, command line and web-services via CK JSON API:
ck-artifact-evaluation
Collective Knowledge repository to support artifact evaluation and reproducibility initiatives:
ck-crowdnode
Standalone, thin and portable server to let users participate in experiment crowdsourcing using Windows devices via Collective Knowledge Framework:
ck-crowdtuning
Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance benchmarking, auto tuning and machine learnin...