GitHub topics: mlperf
mlcommons/ck
Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to facilitate collaborative and reproducible research and to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf methodology and benchmarks
Language: Python - Size: 35.1 MB - Last synced at: about 17 hours ago - Pushed at: about 1 month ago - Stars: 628 - Forks: 118
mlcommons/mlcflow
MLCFlow: Simplifying MLPerf Automations
Language: Python - Size: 771 KB - Last synced at: about 17 hours ago - Pushed at: 21 days ago - Stars: 5 - Forks: 10
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: Python - Size: 13.8 MB - Last synced at: about 17 hours ago - Pushed at: 2 months ago - Stars: 5 - Forks: 3
mlcommons/cm4mlops
Legacy CM repository with 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
Language: Python - Size: 34.6 MB - Last synced at: about 17 hours ago - Pushed at: 3 months ago - Stars: 18 - Forks: 22
mlcommons/mlperf_inference_unofficial_submissions_v5.0
These are automated test submissions for validating the MLPerf inference workflows
Language: Mermaid - Size: 4.57 GB - Last synced at: about 17 hours ago - Pushed at: 4 months ago - Stars: 0 - Forks: 2
ctuning/q2a-mlperf-visualizer
MLPerf explorer beta
Language: PHP - Size: 1.13 MB - Last synced at: 1 day ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
huygnguyen04/MLPerf-Benchmark-Suite-Replication
Replication of MLPerf on UVA-GPU Servers
Size: 1000 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
mlcommons/mlperf-automations_archived Fork of mlcommons/cm4mlops 📦
This repository contains the automations and scripts used to automate MLPerf benchmarks (mainly MLPerf inference for now)
Language: Python - Size: 19.9 MB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 2
mlcommons/mlcube
MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.
Language: Python - Size: 4.27 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 153 - Forks: 32
freedomtan/coreml_models_for_mlperf
Converting models used by MLPerf Mobile working group to Core ML format
Language: Python - Size: 362 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 1
AICoE/mlperf-tekton 📦
Tekton Pipelines to run MLPerf benchmarks on OpenShift
Language: Shell - Size: 21.5 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 2
STMicroelectronics/stm32ai-perf
MLPerf (tm) Tiny Deep Learning Benchmarks for STM32 devices
Language: C - Size: 29.9 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3
hls4ml-finn-mlperftiny/CIFAR10
CIFAR10 training repo for MLPerf Tiny Benchmark v0.7
Language: Python - Size: 1.64 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2
Adlik/mlperf_benchmark
A benchmark suite to used to compare the performance of various models that are optimized by Adlik.
Language: Python - Size: 72.3 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1
ivotron/mlperf-workflows
Popperized MLPerf benchmark workflows
Language: Python - Size: 2.26 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
