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Name: cTuning foundation (founding member of MLCommons)

Type: Organization

Bio: We develop open-source tools to help researchers and engineers improve productivity and focus on innovation

Twitter: grigori_fursin

Location: Paris, France

Blog: https://cTuning.org

cTuning foundation (founding member of MLCommons)'s Projects

awesome-pipeline icon awesome-pipeline

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

caffe icon caffe

Caffe: a fast open framework for deep learning. With OpenCL and CUDA support.

caffe2 icon caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

cbench icon cbench

News: we have moved this code to the CK framework:

ck-ai icon ck-ai

Description of reusable and customizable AI artifacts in the Collective Knowledge format (can be automatically installed, plugged to CK workflows and collaboratively optimized across diverse hardware/models/data sets/libraries):

ck-analytics icon 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-armnn icon ck-armnn

Collective Knowledge workflows for ArmNN

ck-artifact-evaluation icon ck-artifact-evaluation

Collective Knowledge repository to support artifact evaluation and reproducibility initiatives:

ck-assets icon ck-assets

Public CK resources (interactive articles, slides, figures, tables, etc)

ck-autotuning icon 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-bc icon ck-bc

Single-node betweenness centrality demo by Flavio Vella

ck-caffe2 icon 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):

ck-clsmith icon ck-clsmith

Collective Knowledge extension to crowdsource bug detection in OpenCL compilers using CLSmith tool from Imperial College London

ck-cntk icon ck-cntk

Portable and customizable Collective Knowledge workflows for CNTK:

ck-coral icon ck-coral

Collective Knowledge workflows for the Coral EdgeTPU accelerator

ck-crowd-papers icon ck-crowd-papers

Collaborative research papers auto-generated via Collective Knowledge framework with the help of the community

ck-crowd-scenarios icon 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 continuously aggregated at the open repository of knowledge:

ck-crowdnode icon ck-crowdnode

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

ck-crowdtuning icon 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:

ck-crowdtuning-platforms icon ck-crowdtuning-platforms

Meta information about platforms participating in experiment crowdsourcing using Collective Knowledge Framework (OS,CPU,GPU,GPGPU,NN...):

ck-crowdtuning-results icon ck-crowdtuning-results

Public results in the Collective Knowledge Format (JSON meta data) from collaborative optimization of computer systems. See live repository:

ck-dev-compilers icon 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:

ck-dnndk icon ck-dnndk

Collective Knowledge workflows for DeePhi's DNNDK

ck-docker icon ck-docker

Collective Knowledge extension to automate Docker "build","run" and "push" functions and packge CK repositories for collaborative and reproducible research:

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