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    71 repositories

    • inference_policies

      Public archive
      Please use for issues related to inference policies, including suggested changes
      Apache License 2.0
      •57•0•0•0•Updated Feb 10, 2021Feb 10, 2021

    • ck-env

      Public archive
      CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacOS and Android. It inclu…
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •23•0•0•0•Updated Feb 10, 2021Feb 10, 2021

    • inference

      Public archive
      Reference implementations of inference benchmarks
      Python
      •
      Apache License 2.0
      •620•1•0•0•Updated Jan 26, 2021Jan 26, 2021

    • ck-armnn

      Public archive
      Collective Knowledge workflows for ArmNN
      Shell
      •
      BSD 3-Clause "New" or "Revised" License
      •10•0•0•0•Updated Jan 25, 2021Jan 25, 2021

    • ck-nntest

      Public
      CK-NNTest: collaboratively validating, benchmarking and optimizing neural net operators across platforms, frameworks and datasets
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •7•0•0•0•Updated Jan 25, 2021Jan 25, 2021

    • ck-openvino

      Public archive
      Collective Knowledge workflows for OpenVINO Toolkit (Deep Learning Deployment Toolkit)
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •7•0•0•0•Updated Jan 25, 2021Jan 25, 2021

    • ck-tensorrt

      Public archive
      Collective Knowledge repository for NVIDIA's TensorRT
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •16•0•0•0•Updated Jan 25, 2021Jan 25, 2021

    • ck-coral

      Public
      Collective Knowledge workflows for the Coral EdgeTPU accelerator
      Shell
      •
      BSD 3-Clause "New" or "Revised" License
      •3•0•0•0•Updated Jan 25, 2021Jan 25, 2021

    • ck-pytorch

      Public archive
      Integration of PyTorch to Collective Knowledge workflow framework to provide unified CK JSON API for AI (customized builds across diverse libraries and hardware…
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •4•0•0•0•Updated Jan 25, 2021Jan 25, 2021

    • ck-mlperf

      Public archive
      Collective Knowledge repository to automate MLPerf - a broad ML benchmark suite for measuring performance of ML software frameworks, ML hardware accelerators, a…
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •22•2•0•0•Updated Jan 25, 2021Jan 25, 2021

    • ck-tensorflow

      Public archive
      Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •26•2•0•0•Updated Jan 25, 2021Jan 25, 2021

    • ck-autotuning

      Public
      CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and multi-objective benchmark…
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •20•0•0•0•Updated Dec 23, 2020Dec 23, 2020

    • inference_results_v0.7

      Public
      C++
      •
      Apache License 2.0
      •29•0•0•0•Updated Nov 19, 2020Nov 19, 2020

    • policies

      Public archive
      General policies
      Python
      •
      Apache License 2.0
      •61•0•0•0•Updated Oct 21, 2020Oct 21, 2020

    • ck-math

      Public archive
      Collective Knowledge packages for various mathematical libs to be plugged into portable and customizable CK research workflows:
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •9•0•0•0•Updated Sep 8, 2020Sep 8, 2020

    • ck

      Public
      Collective Knowledge (CK) is a small Python library that helps to decompose complex research projects into reusable and cross-linked components (wrappers for co…
      Python
      •
      Other
      •123•0•0•0•Updated Aug 8, 2020Aug 8, 2020

    • ck-web

      Public
      Collective Knowledge web extension to browse CK repositories, visualize interactive graphs and articles, render CK-based websites, implement simple web services…
      CSS
      •
      Other
      •4•0•0•0•Updated Jul 26, 2020Jul 26, 2020

    • ck-old-packages

      Public
      Collective Knowledge repository to archive outdated packages
      CMake
      •
      Other
      •2•0•0•0•Updated Jul 13, 2020Jul 13, 2020

    • ck-website

      Public
      CK repository for cKnowledge.org website:
      CSS
      •
      Other
      •2•0•0•0•Updated Jul 7, 2020Jul 7, 2020

    • ck-zeromq

      Public
      CK repository for experiments with ZeroMQ, LoadGen and TensorRT
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•2•0•0•Updated Jun 3, 2020Jun 3, 2020

    • ck-object-detection

      Public archive
      CK research workflows for object detection
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •3•0•0•0•Updated Apr 15, 2020Apr 15, 2020

    • ck-analytics

      Public
      Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software, command line and web-s…
      Python
      •
      Other
      •4•0•0•0•Updated Apr 14, 2020Apr 14, 2020

    • inference_results_v0.5

      Public
      MLPerf Inference v0.5 Results
      C++
      •
      Apache License 2.0
      •43•0•0•0•Updated Jan 9, 2020Jan 9, 2020

    • ck-quantum

      Public
      Miscellaneous resources for Quantum Collective Knowledge
      Python
      •5•0•0•0•Updated Jan 8, 2020Jan 8, 2020

    • ck-caffe

      Public
      Collective Knowledge workflow for Caffe to automate installation across diverse platforms and to collaboratively evaluate and optimize Caffe-based workloads acr…
      androidwindowslinux
      androidwindowslinuxcaffejson-apiopenclcudaresourcesaccuracyperformance-portability
      CMake
      •
      BSD 3-Clause "New" or "Revised" License
      •40•196•29•0•Updated Nov 6, 2019Nov 6, 2019

    • ck-crowdtuning

      Public
      Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance bench…
      Python
      •
      Other
      •3•0•0•0•Updated Oct 23, 2019Oct 23, 2019

    • ck-request-asplos18-mobilenets-armcl-opencl

      Public
      CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:
      TeX
      •
      BSD 3-Clause "New" or "Revised" License
      •3•15•0•0•Updated Oct 8, 2019Oct 8, 2019

    • ck-ehive

      Public
      CK workflows for the eHive project
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•0•0•0•Updated Aug 29, 2019Aug 29, 2019

    • ck-graph-analytics

      Public
      Collective Knowledge repository with workflows and packages for graph analytics applications
      TeX
      •
      Other
      •3•0•0•0•Updated Jul 23, 2019Jul 23, 2019

    • ctuning-programs

      Public
      Collective Knowledge extension with unified and customizable benchmarks (with extensible JSON meta information) to be easily integrated with customizable and po…
      C
      •12•0•0•0•Updated Apr 20, 2019Apr 20, 2019
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