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    • template

      Public template
      Apache License 2.0
      0000Updated Nov 1, 2024Nov 1, 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
      1810751Updated Nov 1, 2024Nov 1, 2024
    • logging

      Public
      MLPerf™ logging library
      Python
      Apache License 2.0
      4630401Updated Nov 1, 2024Nov 1, 2024
    • Run safety benchmarks against AI models and view detailed reports showing how well they performed.
      Python
      Apache License 2.0
      9602299Updated Nov 1, 2024Nov 1, 2024
    • GaNDLF

      Public
      A generalizable application framework for segmentation, regression, and classification using PyTorch
      Python
      Apache License 2.0
      79162172Updated Nov 1, 2024Nov 1, 2024
    • Extension for GaNDLF [gandlf.org] to enable synthesis.
      Python
      Apache License 2.0
      1300Updated Nov 1, 2024Nov 1, 2024
    • ck

      Public
      Collective Knowledge (CK) is an educational community 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 using MLCommons CM (Collective Mind workflow automation framework)
      Python
      Apache License 2.0
      114607140Updated Nov 1, 2024Nov 1, 2024
    • Mobile App Open
      C++
      Apache License 2.0
      2246306Updated Nov 1, 2024Nov 1, 2024
    • inference

      Public
      Reference implementations of MLPerf™ inference benchmarks
      Python
      Apache License 2.0
      5331.2k16116Updated Oct 31, 2024Oct 31, 2024
    • dynabench

      Public
      Python
      MIT License
      161974Updated Oct 31, 2024Oct 31, 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
      65328315Updated Oct 29, 2024Oct 29, 2024
    • Issues related to MLPerf™ Inference policies, including rules and suggested changes
      Apache License 2.0
      5256182Updated Oct 29, 2024Oct 29, 2024
    • croissant

      Public
      Croissant is a high-level format for machine learning datasets that brings together four rich layers.
      Python
      Apache License 2.0
      4044011317Updated Oct 29, 2024Oct 29, 2024
    • tiny

      Public
      MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers
      C
      Apache License 2.0
      86355134Updated Oct 28, 2024Oct 28, 2024
    • Apache License 2.0
      25142Updated Oct 28, 2024Oct 28, 2024
    • policies

      Public
      General policies for MLPerf™ including submission rules, coding standards, etc.
      Python
      Apache License 2.0
      54273540Updated Oct 24, 2024Oct 24, 2024
    • chakra

      Public
      Repository for MLCommons Chakra schema and tools
      Python
      Apache License 2.0
      3563219Updated Oct 23, 2024Oct 23, 2024
    • training

      Public
      Reference implementations of MLPerf™ training benchmarks
      Python
      Apache License 2.0
      5561.6k1742Updated Oct 17, 2024Oct 17, 2024
    • This repository contains the results and code for the MLPerf™ Inference v4.0 benchmark.
      Apache License 2.0
      161054Updated Oct 17, 2024Oct 17, 2024
    • This repository contains the results and code for the MLPerf™ Inference v4.1 benchmark.
      Python
      Apache License 2.0
      7241Updated 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
    • medperf

      Public
      An open benchmarking platform for medical artificial intelligence using Federated Evaluation.
      Python
      Apache License 2.0
      301445322Updated Oct 15, 2024Oct 15, 2024
    • This repository contains the results and code for the AlgoPerf v0.5 benchmark.
      Python
      Apache License 2.0
      0301Updated Oct 4, 2024Oct 4, 2024
    • Issues related to MLPerf™ training policies, including rules and suggested changes
      Python
      Apache License 2.0
      66921093Updated Oct 3, 2024Oct 3, 2024
    • modelgauge

      Public archive
      Make it easy to automatically and uniformly measure the behavior of many AI Systems.
      Python
      Apache License 2.0
      726630Updated Oct 2, 2024Oct 2, 2024
    • JavaScript
      Apache License 2.0
      3011Updated Oct 1, 2024Oct 1, 2024
    • This repository contains the results and code for the MLPerf™ Storage v1.0 benchmark.
      Python
      Apache License 2.0
      0200Updated Sep 25, 2024Sep 25, 2024