Projects in Awesome Lists by ctuning

https://github.com/ctuning/ck-tensorflow

Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):

apis automation collective-knowledge knowledge-management metadata package-management pipelines workflow-automation

Last synced: 07 Aug 2024

https://github.com/ctuning/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 packages (code, data sets, models, scripts, etc) with the possibility of multiple versions to co-exist in a user or system environment.

android codereef collective-knowledge compilers datasets hpc libraries linux macos mobile-devices models multiple-versions package-manager portable-workflows python reproducible-research research-workflows tools windows

Last synced: 04 Aug 2024

https://github.com/ctuning/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:

actions android autotuning codereef collective-knowledge json-api linux macos multiple-dimensions multiple-objectives pareto portable-workflows program python statistical-analysis windows workflow

Last synced: 07 Aug 2024

https://github.com/ctuning/ctuning-programs

Collective Knowledge extension with unified and customizable benchmarks (with extensible JSON meta information) to be easily integrated with customizable and portable Collective Knowledge workflows. You can easily compile and run these benchmarks using different compilers, environments, hardware and OS (Linux, MacOS, Windows, Android). More info:

c collaborative-benchmarking collaborative-optimization collective-knowledge common-benchmarks cpp crowd-benchmarking crowd-tuning cuda customizable-benchmarking fortran json-api json-metadata open-benchmarks opencl reproducible-research reproducible-workflows

Last synced: 02 Aug 2024

https://github.com/ctuning/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 learning across diverse platforms with Linux, Windows, MacOS and Android provided by volunteers. Demo of DNN crowd-benchmarking and crowd-tuning:

auto-tuning collaboration collective-intelligence collective-knowledge crowd-benchmarking crowd-tuning crowdsource-experiments iot knowledge-sharing machine-learning mobile-devices mobile-phones open-repository optimization

Last synced: 07 Aug 2024

https://github.com/ctuning/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 experiments, performance optimization and model/data set tuning):

collaborative-optimization collective-knowledge common-ai-api customized-builds experimental-workflows json-api universal-package-manager

Last synced: 07 Aug 2024

https://github.com/ctuning/ck-crowdnode

Standalone, thin and portable server to let users participate in experiment crowdsourcing using Windows devices via Collective Knowledge Framework:

adb-like-server collaborative-optimization collective-knowledge crowdsourcing-experiments json-api server windows workload-automation

Last synced: 02 Aug 2024

https://github.com/ctuning/ck-dev-compilers

Collective Knowledge packages to build development versions of compilers (LLVM, GCC, etc) and use them in customizable and portable CK research workflows:

android collaborative-research collective-knowledge compilers customizable-workflows gcc json-api json-metadata linux llvm open-research package-manager packages windows

Last synced: 13 Aug 2024

https://github.com/ctuning/ck-mxnet

Portable and customizable Collective Knowledge workflows for MXNet:

Last synced: 01 Aug 2024

https://github.com/ctuning/ck-mlflow

Collective Knowledge components and workflows for MLFlow:

Last synced: 03 Aug 2024