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    134 repositories

    • cm4mlops

      Public
      A collection of portable, reusable and cross-platform automation recipes (CM scripts) to make it easier to build and benchmark AI systems across diverse models, data sets, software and hardware
      Python
      •
      Apache License 2.0
      •19•0•0•0•Updated Nov 30, 2024Nov 30, 2024

    • mlcommons-ck

      Public
      Note that from 20240321 we use "dev" branch of mlcommons@ck . This is a development fork of the MLCommons CM workflow automation framework:
      Python
      •
      Apache License 2.0
      •117•1•0•0•Updated Nov 30, 2024Nov 30, 2024

    • artifact-evaluation

      Public
      Collective Knowledge repository to support artifact evaluation and reproducibility initiatives:
      reproducible-researchconferencesjournalscollaborative-researchartifact-evaluationartifact-sharingpublic-reviewingartifact-evaluation-committeeartifact-appendixreproducibility-checklist
      JavaScript
      •
      Other
      •17•52•0•0•Updated Jul 30, 2024Jul 30, 2024

    • cm4research

      Public
      CM interface and automation recipes to access, manage, prepare, run and reproduce research projects from AI, ML and Systems conferences
      automationcollaborationreproducibilityportabilityreusabilityartifact-evaluationcollective-mind
      HTML
      •
      MIT License
      •7•5•0•0•Updated Jul 23, 2024Jul 23, 2024

    • inference_results_v4.0

      Public
      This repository contains the results and code for the MLPerf™ Inference v4.0 benchmark.
      C++
      •
      Apache License 2.0
      •17•0•0•0•Updated Jul 15, 2024Jul 15, 2024

    • ck-quantum

      Public
      Miscellaneous resources for Quantum Collective Knowledge
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •6•32•3•0•Updated Jun 6, 2024Jun 6, 2024

    • ck_mlperf_results

      Public
      Outdated
      Python
      •
      Apache License 2.0
      •3•1•0•0•Updated Mar 30, 2024Mar 30, 2024

    • inference_results_v3.1

      Public
      This repository contains the results and code for the MLPerf™ Inference v3.1 benchmark.
      Apache License 2.0
      •13•0•0•0•Updated Mar 14, 2024Mar 14, 2024

    • inference_code_v3.1

      Public
      Apache License 2.0
      •0•0•0•0•Updated Mar 8, 2024Mar 8, 2024

    • inference

      Public
      Reference implementations of MLPerf™ inference benchmarks
      Python
      •
      Apache License 2.0
      •536•1•0•0•Updated Mar 5, 2024Mar 5, 2024

    • mlperf_inference_submissions_v4.0

      Public
      Apache License 2.0
      •1•0•0•0•Updated Feb 23, 2024Feb 23, 2024

    • croissant

      Public
      Croissant is a high-level format for machine learning datasets that brings together four rich layers.
      Jupyter Notebook
      •
      Apache License 2.0
      •42•0•0•0•Updated Nov 30, 2023Nov 30, 2023

    • scc23-benchmarking

      Public
      Instructions for submitting the benchmark results for the student cluster competition at SC23
      Python
      •2•0•0•0•Updated Oct 18, 2023Oct 18, 2023

    • training_results_v2.1

      Public
      This repository contains the results and code for the MLPerf™ Training v2.1 benchmark.
      C++
      •
      Apache License 2.0
      •19•0•0•0•Updated Oct 16, 2023Oct 16, 2023

    • Victima

      Public
      Source code and scripts for Artifact Evaluation of the upcoming MICRO 2023 paper Victima.
      C
      •14•0•0•0•Updated Sep 2, 2023Sep 2, 2023

    • mlperf_inference_submissions_v3.1

      Public
      Community submission to MLPerf inference v3.1
      4•1•0•0•Updated Aug 18, 2023Aug 18, 2023

    • mlperf_inference_submissions_v3.1b

      Public
      1•0•0•0•Updated Aug 18, 2023Aug 18, 2023

    • mlperf_inference_submissions_v3.1a

      Public
      Community submission to MLPerf inference v3.1 part 1
      Shell
      •
      Apache License 2.0
      •4•1•0•1•Updated Aug 16, 2023Aug 16, 2023

    • mlperf_inference_submissions_v3.0

      Public
      MLPerf inference submissions v3.0 playground
      Shell
      •
      Apache License 2.0
      •6•1•0•1•Updated Jun 20, 2023Jun 20, 2023

    • inference_results_v3.0

      Public
      This repository contains the results and code for the MLPerf™ Inference v3.0 benchmark.
      Apache License 2.0
      •15•0•0•0•Updated Jun 7, 2023Jun 7, 2023

    • submissions_tiny_v1.1_by_taskforce_on_auto_and_repro

      Public
      Automation and Reproducibility Study for TinyMLPerf
      0•1•0•0•Updated May 19, 2023May 19, 2023

    • ck-guide-images

      Public
      Images for CK documentation
      TeX
      •0•21•0•0•Updated May 16, 2023May 16, 2023

    • energyrunner

      Public
      The EEMBC EnergyRunner application framework for the MLPerf Tiny benchmark.
      5•0•0•0•Updated Apr 16, 2023Apr 16, 2023

    • ck-tbd-suite

      Public
      Prototyping CK workflows for ML training
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•1•0•4•Updated Mar 24, 2023Mar 24, 2023

    • octoml-inference

      Public
      Reference implementations of MLPerf™ inference benchmarks
      Python
      •
      Other
      •536•0•0•0•Updated Mar 20, 2023Mar 20, 2023

    • neuralmagic-inference

      Public
      Reference implementations of MLPerf™ inference benchmarks
      Python
      •
      Other
      •536•0•0•0•Updated Mar 2, 2023Mar 2, 2023

    • ck-x

      Public
      Brainstorming and prototyping the 3rd generation of the Collective Knowledge technology:
      0•1•0•0•Updated Feb 26, 2023Feb 26, 2023

    • ck-env-2023-arc

      Public
      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:
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •25•0•0•0•Updated Feb 13, 2023Feb 13, 2023

    • ck-wa-extra

      Public
      Extra resources in the Collective Knowledge Format for ARM's Workload Automation Framework:
      armjson-apiperformance-analysisjson-metadatareproducible-experimentscollective-knowledgecollaborative-benchmarkingcollaborative-optimizationworkload-automation
      Python
      •
      Other
      •2•1•0•1•Updated Dec 20, 2022Dec 20, 2022

    • ck-ml

      Public
      Aggregation of CK components and workflows from the community for ML Systems in one repository. They are also uploaded to the cKnowledge platform:
      C
      •
      BSD 3-Clause "New" or "Revised" License
      •3•6•0•1•Updated Dec 13, 2022Dec 13, 2022