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
ck-request-asplos18-results
Validated Collective Knowledge workflows and results from the 1st ACM ReQuEST tournament on co-design of Pareto-efficient SW/HW stack for image classification at ASPLOS'18:
ck-request-asplos18-results-caffe-intel
Collected experimental results in the CK format from the ReQuEST@ASPLOS'18 tournament on reproducible SW/HW co-design of Pareto-efficient deep learning for the following submission:
ck-request-asplos18-results-iot-farm
Collected experimental results in the CK format from the ReQuEST@ASPLOS'18 tournament on reproducible SW/HW co-design of Pareto-efficient deep learning for the following submission:
ck-request-asplos18-results-mobilenets-armcl-opencl
Collected experimental results in the CK format from the ReQuEST@ASPLOS'18 tournament on reproducible SW/HW co-design of Pareto-efficient deep learning for the following submission:
ck-request-asplos18-results-mobilenets-tvm-arm
Collected experimental results in the CK format from the ReQuEST@ASPLOS'18 tournament on reproducible SW/HW co-design of Pareto-efficient deep learning for the following submission:
ck-request-asplos18-results-resnet-tvm-fpga
Collected experimental results in the CK format from the ReQuEST@ASPLOS'18 tournament on reproducible SW/HW co-design of Pareto-efficient deep learning for the following submission:
ck-rescue-hpc
ResCuE-HPC workshop series (Reproducible, Customizable and Portable Workflows for HPC)
ck-rigetti
CK repository for Rigetti Computing workflows
ck-rpi-optimization
CK repository to collaboratively optimize benchmarks, kernels and realistic workloads across Raspberry Pi devices provided by volunteers (starting from compiler flag autotuning). Interactive article with all results:
ck-rpi-optimization-results
Demonstration of compiler autotuning, crowd-tuning and machine learning on RPi3 via customizable Collective Knowledge workflow framework with a portable package manager. This technology supports Pareto-efficient software/hardware co-design tournaments of deep learning in terms of speed, accuracy, energy, costs:
ck-rpi-optimization-results-xored
Some RPi3 autotuning results from Xored
ck-scc
The procedures and a workflow to prepare Student Cluster Competition submissions:
ck-scc18
Beta Collective Knowledge workflow to automate installation, execution, customization and validation of SeisSol application from the SCC18 Reproducibility Challenge across different platforms and environments:
ck-spack
Collective Knowledge repository with CK package and virtual environment front-end for Spack packages:
ck-tbd-suite
Prototyping CK workflows for ML training
ck-tensorflow
Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):
ck-tensorrt
Collective Knowledge repository for NVIDIA's TensorRT
ck-tiny-dnn
Collective Knowledge experimental workflow to crowd-benchmark and crowd-tune Tiny DNN. Currently on stall due to lack of time and resources. Further info about collaborative DNN optimization:
ck-tvm
Portable and customizable Collective Knowledge workflows for TVM and VTA:
ck-wa
Collective Knowledge workflow for ARM's workload automation tool: an open framework for gathering and sharing knowledge about system design and optimization using real-world workloads.
ck-wa-extra
Extra resources in the Collective Knowledge Format for ARM's Workload Automation Framework:
ck-wa-workloads
ARM's workloads in the universal Collective Knowledge Format with JSON API and JSON meta information to power Workload Automation Framework
ck-web
Collective Knowledge web extension to browse CK repositories, visualize interactive graphs and articles, render CK-based websites, implement simple web services with JSON API (for example to crowdsource experiments or unify access to DNN). Demos of interactive articles, graphs and crowdsourced experiments:
ck-web-adapt-workshop
ADAPT workshop website powered by CK
ck-website
CK repository for cKnowledge.org website:
ck-win
Minimal CK components for Windows
ck-x
Brainstorming and prototyping the 3rd generation of the Collective Knowledge technology:
ck_mlperf_results
MLPerf inference results in the MLCommons CM format for the Collective Knowledge Platform
clblast
Tuned OpenCL BLAS
crowdsource-experiments-using-android-devices
Android application to participate in experiment crowdsourcing (such as workload crowd-benchmarking and crowd-tuning) using Collective Knowledge Framework and open repositories of knowledge:
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
