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    • Run safety benchmarks against AI models and view detailed reports showing how well they performed.
      Python
      Apache License 2.0
      11621444Updated Nov 21, 2024Nov 21, 2024
    • Apache License 2.0
      0001Updated Nov 21, 2024Nov 21, 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
      2013763Updated Nov 21, 2024Nov 21, 2024
    • GaNDLF

      Public
      A generalizable application framework for segmentation, regression, and classification using PyTorch
      Python
      Apache License 2.0
      79165161Updated Nov 21, 2024Nov 21, 2024
    • Apache License 2.0
      35132Updated Nov 21, 2024Nov 21, 2024
    • inference

      Public
      Reference implementations of MLPerf™ inference benchmarks
      Python
      Apache License 2.0
      5361.2k16516Updated Nov 21, 2024Nov 21, 2024
    • MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.
      Python
      Apache License 2.0
      69334337Updated Nov 21, 2024Nov 21, 2024
    • Issues related to MLPerf™ training policies, including rules and suggested changes
      Python
      Apache License 2.0
      66931093Updated Nov 21, 2024Nov 21, 2024
    • logging

      Public
      MLPerf™ logging library
      Python
      Apache License 2.0
      4630403Updated Nov 21, 2024Nov 21, 2024
    • dynabench

      Public
      Python
      MIT License
      161975Updated Nov 19, 2024Nov 19, 2024
    • policies

      Public
      General policies for MLPerf™ including submission rules, coding standards, etc.
      Python
      Apache License 2.0
      54283538Updated Nov 19, 2024Nov 19, 2024
    • Mobile App Open
      C++
      Apache License 2.0
      2347293Updated Nov 19, 2024Nov 19, 2024
    • chakra

      Public
      Repository for MLCommons Chakra schema and tools
      Python
      Apache License 2.0
      3867229Updated Nov 16, 2024Nov 16, 2024
    • Apache License 2.0
      1111Updated Nov 13, 2024Nov 13, 2024
    • This repository contains the results and code for the MLPerf™ Training v4.1 benchmark.
      Python
      2210Updated Nov 13, 2024Nov 13, 2024
    • power-dev

      Public
      Dev repo for power measurement for the MLPerf™ benchmarks
      Python
      Apache License 2.0
      241893Updated Nov 12, 2024Nov 12, 2024
    • croissant

      Public
      Croissant is a high-level format for machine learning datasets that brings together four rich layers.
      Python
      Apache License 2.0
      4145011516Updated Nov 12, 2024Nov 12, 2024
    • ck

      Public
      Collective Knowledge (CK, CM, CM4MLOps and CMX) is an educational project to learn how to run AI, ML and other emerging workloads in the most efficient and cost-effective way across diverse models, data sets, software and hardware.
      Python
      Apache License 2.0
      114609100Updated Nov 11, 2024Nov 11, 2024
    • cla-bot

      Public
      TypeScript
      Apache License 2.0
      2000Updated Nov 7, 2024Nov 7, 2024
    • This repository contains the results and code for the MLPerf™ Inference v4.0 benchmark.
      Apache License 2.0
      171055Updated Nov 7, 2024Nov 7, 2024
    • Extension for GaNDLF [gandlf.org] to enable synthesis.
      Python
      Apache License 2.0
      2460Updated Nov 7, 2024Nov 7, 2024
    • Issues related to MLPerf™ Inference policies, including rules and suggested changes
      Apache License 2.0
      5257183Updated Nov 5, 2024Nov 5, 2024
    • template

      Public template
      Apache License 2.0
      0000Updated Nov 1, 2024Nov 1, 2024
    • tiny

      Public
      MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers
      C
      Apache License 2.0
      88359134Updated Oct 28, 2024Oct 28, 2024
    • training

      Public
      Reference implementations of MLPerf™ training benchmarks
      Python
      Apache License 2.0
      5601.6k1942Updated Oct 17, 2024Oct 17, 2024
    • This repository contains the results and code for the MLPerf™ Inference v4.1 benchmark.
      Python
      Apache License 2.0
      8241Updated Oct 16, 2024Oct 16, 2024
    • This repository contains the results and code for the MLPerf™ Mobile Inference v4.1 benchmark.
      Apache License 2.0
      1000Updated Oct 16, 2024Oct 16, 2024
    • This repository contains the results and code for the MLPerf™ Inference v3.1 benchmark.
      Apache License 2.0
      131192Updated Oct 16, 2024Oct 16, 2024
    • MLPerf™ Mobile models
      Apache License 2.0
      102440Updated Oct 16, 2024Oct 16, 2024
    • MLPerf Mobile benchmarks
      Python
      Apache License 2.0
      21062Updated Oct 16, 2024Oct 16, 2024