mlperf

There are 1 repository under mlperf topic.

• mlcommons / mlcube

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

  machine-learningmlcommonsmlcubemlperf
  Language:Python 152

• STMicroelectronics / stm32ai-perf

  MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices

  ststm32stmicroelectronicsstm32h7stm32u5stm32l4mlperf
  Language:C 10

• mlcommons / cm4mlops

  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)

  ai-systemsartificial-intelligenceautomationcross-platformdevopsmachine-learningmlopsmlperfreusableworkflowworkflow-automation
  Language:Python 4

• 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/$

  automationcollective-knowledgecollective-mindinferencemlperfreproducibilitytinytrainingvisualization
  Language:Python 4

• hls4ml-finn-mlperftiny / CIFAR10

  CIFAR10 training repo for MLPerf Tiny Benchmark v0.7

  machine-learningmlperfcifar10fpgahls4mltraining
  Language:Python 3

• Adlik / mlperf_benchmark

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

  benchmarkmlperfmlperf-inferencedl-optimization
  Language:Python 2

• ivotron / mlperf-workflows

  Popperized MLPerf benchmark workflows

  reproducible-workflowsbenchmarksmlperfpopper
  Language:Python 2

• AICoE / mlperf-tekton

  Tekton Pipelines to run MLPerf benchmarks on OpenShift

  tekton-pipelinesmlperfopenshift-templatesopenshiftmachine-learningperformance
  Language:Shell 1

• 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:

  codereefportable-workflowscollective-knowledgereusable-researchcrowd-benchmarkingmlperfmlperf-inference
  Language:C++ 1

• freedomtan / coreml_models_for_mlperf

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

  coreml-modelsmlperfmobiledetmosaicimage-segmentationobject-detection
  Language:Python 1