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    157 repositories

    • mlcommons-ck

      Public
      Collective Knowledge (CK) and Common Metadata eXchange (CMX): community-driven projects to learn how to run AI, ML and other emerging workloads in a more efficient and cost-effective way across diverse models, datasets, software and hardware using MLPerf automations, CK playground and open reproducibility and optimization challenges
      Python
      •
      Apache License 2.0
      •118•2•0•0•Updated May 7, 2025May 7, 2025

    • cm4mlperf-results

      Public
      CM interface and automation recipes to analyze MLPerf Inference, Tiny and Training results. The goal is to make it easier for the community to visualize, compare and reproduce MLPerf results and add derived metrics such as Performance/Watt or Performance/$
      Python
      •
      Apache License 2.0
      •3•0•0•0•Updated Apr 9, 2025Apr 9, 2025

    • 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
      •19•55•0•0•Updated Mar 21, 2025Mar 21, 2025

    • 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
      •22•1•0•0•Updated Mar 13, 2025Mar 13, 2025

    • mlcflow

      Public
      MLCFlow: Simplifying MLPerf Automations
      Python
      •
      Apache License 2.0
      •10•0•0•0•Updated Feb 11, 2025Feb 11, 2025

    • test_mlperf_inference_submissions

      Public
      Mermaid
      •
      Apache License 2.0
      •0•0•0•0•Updated Feb 5, 2025Feb 5, 2025

    • 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•6•0•0•Updated Feb 4, 2025Feb 4, 2025

    • mlperf-loadgen

      Public
      Minimal copy of the MLPerf loadgen
      C++
      •
      Apache License 2.0
      •0•0•0•0•Updated Feb 4, 2025Feb 4, 2025

    • mlperf-automations

      Public
      Python
      •
      Apache License 2.0
      •13•0•0•0•Updated Jan 15, 2025Jan 15, 2025

    • q2a-mlperf-visualizer

      Public
      MLPerf explorer beta
      visualizationmlperfmlperf-inferencemlperf-inference-results
      PHP
      •
      Other
      •0•0•0•0•Updated Jan 14, 2025Jan 14, 2025

    • MLPerf-Power-HPCA-2025

      Public
      Python
      •1•0•0•0•Updated Dec 13, 2024Dec 13, 2024

    • mlcommons-inference-20241204

      Public
      Reference implementations of MLPerf™ inference benchmarks
      Python
      •
      Apache License 2.0
      •546•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • mlperf-automations-20241204

      Public
      This repository contains the automations and scripts used to automate MLPerf benchmarks (mainly MLPerf inference for now)
      Python
      •
      Apache License 2.0
      •22•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • go-mlperf-automations-20241204

      Public
      This repository contains the automations and scripts used to automate MLPerf benchmarks (mainly MLPerf inference for now)
      Python
      •
      Apache License 2.0
      •22•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • cm4mlops-20241204

      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
      •22•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • go-cm4mlops-20241204

      Public
      A collection of reusable and cross-platform automation recipes (CM scripts) with a human-friendly interface and minimal dependencies to make it easier to build, run, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data sets, software and hardware (cloud/edge)
      Python
      •
      Apache License 2.0
      •22•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • mlperf_inference_test_submissions_v5.0_20241204

      Public
      Mermaid
      •5•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • go-mlperf_inference_unofficial_submissions_v5.0-20241204

      Public
      These are automated test submissions for validating the MLPerf inference workflows
      Mermaid
      •2•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • mlcommons-ck-20241204

      Public
      Collective Knowledge (CK) and Collective Mind (CM): educational community projects to learn how to run AI, ML and other emerging workloads in a more efficient and cost-effective way across diverse models, datasets, software and hardware using MLPerf and CM automations
      Python
      •
      Apache License 2.0
      •118•0•0•0•Updated Dec 3, 2024Dec 3, 2024

    • mlcommons-cm4abtf-20241205

      Public
      CM interface and automation recipes for ABTF
      Python
      •
      Apache License 2.0
      •4•0•0•0•Updated Nov 29, 2024Nov 29, 2024

    • cm4abtf-20241204

      Public
      CM interface and automation recipes for ABTF
      Python
      •
      Apache License 2.0
      •4•0•0•0•Updated Nov 29, 2024Nov 29, 2024

    • go-cm4mlperf-inference-20241204

      Public
      Mermaid
      •
      Apache License 2.0
      •35•0•0•0•Updated Nov 29, 2024Nov 29, 2024

    • go-inference_results_visualization_template-20241204

      Public template
      JavaScript
      •
      Apache License 2.0
      •8•0•0•0•Updated Nov 27, 2024Nov 27, 2024

    • go-cm-20241204

      Public
      Collective Mind
      Python
      •
      Apache License 2.0
      •118•0•0•0•Updated Nov 25, 2024Nov 25, 2024

    • cm4mlperf-inference-20241204

      Public
      Apache License 2.0
      •35•0•0•0•Updated Nov 21, 2024Nov 21, 2024

    • inference_results_visualization_template-20241206

      Public template
      JavaScript
      •
      Apache License 2.0
      •8•0•0•0•Updated Oct 1, 2024Oct 1, 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
      •5•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