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    150 repositories

    • mlcommons-ck

      Public
      Collective Knowledge (CK) and Collective Mind (CM): learning 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, CM and CK
      Python
      •
      Apache License 2.0
      •121•0•0•0•Updated Dec 20, 2024Dec 20, 2024

    • 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
      •24•0•0•0•Updated Dec 9, 2024Dec 9, 2024

    • mlcommons-inference-20241204

      Public
      Reference implementations of MLPerf™ inference benchmarks
      Python
      •
      Apache License 2.0
      •540•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
      •24•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
      •24•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
      •24•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
      •24•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • mlperf_inference_test_submissions_v5.0_20241204

      Public
      Mermaid
      •1•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
      •1•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
      •121•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
      •6•0•0•0•Updated Nov 29, 2024Nov 29, 2024

    • cm4abtf-20241204

      Public
      CM interface and automation recipes for ABTF
      Python
      •
      Apache License 2.0
      •6•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
      •5•0•0•0•Updated Nov 27, 2024Nov 27, 2024

    • go-cm-20241204

      Public
      Collective Mind
      Python
      •
      Apache License 2.0
      •121•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
      •5•0•0•0•Updated Oct 1, 2024Oct 1, 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
      •540•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
      •45•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