mlperf

There are 1 repository under mlperf topic.

• mlcommons / ck

  Collective Knowledge (CK) and Collective Mind (CM): community-driven 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 CK, CM/CMX and MLPerf automations

  automationbest-practicescknowledgecmcm4abtfcm4mlopscm4mlperfcmxcollaborationctuningeducationmlopsmlperfmlperf-inferencemodularityoptimizationportabilityreusabilityworkflows
  Language:Python 612

• 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 155

• mlcommons / cm4mlops

  A collection of portable, reusable and cross-platform CM automations for MLOps and MLPerf to simplify the process of building, benchmarking and optimizing AI systems across diverse models, data sets, software and hardware

  automationcross-platformdevopsmachine-learningmlopsmlperfreusableworkflowworkflow-automation
  Language:Python 16

• STMicroelectronics / stm32ai-perf

  MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices

  ststm32stmicroelectronicsstm32h7stm32u5stm32l4mlperf
  Language:C 12

• 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 5

• hls4ml-finn-mlperftiny / CIFAR10

  CIFAR10 training repo for MLPerf Tiny Benchmark v0.7

  machine-learningmlperfcifar10fpgahls4mltraining
  Language:Python 4

• freedomtan / coreml_models_for_mlperf

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

  coreml-modelsmlperfmobiledetmosaicimage-segmentationobject-detection
  Language:Python 3

• Adlik / mlperf_benchmark

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

  benchmarkdl-optimizationmlperfmlperf-inference
  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

  machine-learningmlperfopenshiftopenshift-templatesperformancetekton-pipelines
  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

• huygnguyen04 / MLPerf-Benchmark-Suite-Replication

  Replication of MLPerf on UVA-GPU Servers

  gpumlperf

• mlcommons / mlperf-automations_archived

  This repository contains the automations and scripts used to automate MLPerf benchmarks (mainly MLPerf inference for now)

  automationmlperf
  Language:Python

• mlcommons / mlperf_inference_unofficial_submissions_v5.0

  These are automated test submissions for validating the MLPerf inference workflows

  mlperfmlperf-inferencemlperf-inference-results
  Language:Mermaid