mlperf

There are 11 repositories under mlperf topic.

  • mlcommons/ck

    Collective Knowledge (CK, CM, CM4MLOps, CM4MLPerf and CMX) 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.

    Language:Python61052492114

  • mlcommons/mlcube

    MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.

    Language:Python154269832

  • mlcommons/cm4mlops

    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

    Language:Python13419720

  • STMicroelectronics/stm32ai-perf

    MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices

    Language:C11914

  • mlcommons/cm4mlperf-results

    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/$

    Language:Python5333

  • hls4ml-finn-mlperftiny/CIFAR10

    CIFAR10 training repo for MLPerf Tiny Benchmark v0.7

    Language:Python4163

  • Adlik/mlperf_benchmark

    A benchmark suite to used to compare the performance of various models that are optimized by Adlik.

    Language:Python2401

  • freedomtan/coreml_models_for_mlperf

    Converting models used by MLPerf Mobile working group to Core ML format

    Language:Python2201

  • ivotron/mlperf-workflows

    Popperized MLPerf benchmark workflows

    Language:Python2318

  • AICoE/mlperf-tekton

    Tekton Pipelines to run MLPerf benchmarks on OpenShift

    Language:Shell1412

  • code-reef/ck-tensorflow-codereef

    Development version of CodeReefied portable CK workflows for image classification and object detection. Stable "live" versions are available at CodeReef portal:

    Language:C++1300