cTuning foundation (founding member of MLCommons)

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154 repositories

mlcommons-ck
Public
Collective Knowledge (CK) and Common Metadata eXchange (CMX): 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 MLPerf automations, CK playground and open reproducibility and optimization challenges
Python
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Apache License 2.0
•120•2•0•0•Updated Feb 5, 2025Feb 5, 2025
test_mlperf_inference_submissions
Public
Mermaid
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Apache License 2.0
•0•0•0•0•Updated Feb 5, 2025Feb 5, 2025
cm4research
Public
CM interface and automation recipes to access, manage, prepare, run and reproduce research projects from AI, ML and Systems conferences
automation collaboration reproducibility portability reusability artifact-evaluation collective-mind
HTML
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MIT License
•7•5•0•0•Updated Feb 4, 2025Feb 4, 2025
mlperf-loadgen
Public
Minimal copy of the MLPerf loadgen
C++
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Apache License 2.0
•0•0•0•0•Updated Feb 4, 2025Feb 4, 2025
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
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Apache License 2.0
•23•1•0•0•Updated Feb 2, 2025Feb 2, 2025
mlperf-automations
Public
Python
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Apache License 2.0
•8•0•0•0•Updated Jan 15, 2025Jan 15, 2025
q2a-mlperf-visualizer
Public
MLPerf explorer beta
visualization mlperf mlperf-inference mlperf-inference-results
PHP
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Other
•0•0•0•0•Updated Jan 14, 2025Jan 14, 2025
mlcommons-inference-20241204
Public
Reference implementations of MLPerf™ inference benchmarks
Python
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Apache License 2.0
•542•0•0•0•Updated Dec 4, 2024Dec 4, 2024
mlperf-automations-20241204
Public
This repository contains the automations and scripts used to automate MLPerf benchmarks (mainly MLPerf inference for now)
Python
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Apache License 2.0
•23•0•0•0•Updated Dec 4, 2024Dec 4, 2024
go-mlperf-automations-20241204
Public
This repository contains the automations and scripts used to automate MLPerf benchmarks (mainly MLPerf inference for now)
Python
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Apache License 2.0
•23•0•0•0•Updated Dec 4, 2024Dec 4, 2024
cm4mlops-20241204
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
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Apache License 2.0
•23•0•0•0•Updated Dec 4, 2024Dec 4, 2024
go-cm4mlops-20241204
Public
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)
Python
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Apache License 2.0
•23•0•0•0•Updated Dec 4, 2024Dec 4, 2024
mlperf_inference_test_submissions_v5.0_20241204
Public
Mermaid
•4•0•0•0•Updated Dec 4, 2024Dec 4, 2024
go-mlperf_inference_unofficial_submissions_v5.0-20241204
Public
These are automated test submissions for validating the MLPerf inference workflows
Mermaid
•2•0•0•0•Updated Dec 4, 2024Dec 4, 2024
mlcommons-ck-20241204
Public
Collective Knowledge (CK) and Collective Mind (CM): educational community 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 MLPerf and CM automations
Python
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Apache License 2.0
•120•0•0•0•Updated Dec 3, 2024Dec 3, 2024
mlcommons-cm4abtf-20241205
Public
CM interface and automation recipes for ABTF
Python
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Apache License 2.0
•6•0•0•0•Updated Nov 29, 2024Nov 29, 2024
cm4abtf-20241204
Public
CM interface and automation recipes for ABTF
Python
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Apache License 2.0
•6•0•0•0•Updated Nov 29, 2024Nov 29, 2024
go-cm4mlperf-inference-20241204
Public
Mermaid
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Apache License 2.0
•35•0•0•0•Updated Nov 29, 2024Nov 29, 2024
go-inference_results_visualization_template-20241204
Public template
JavaScript
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Apache License 2.0
•6•0•0•0•Updated Nov 27, 2024Nov 27, 2024
go-cm-20241204
Public
Collective Mind
Python
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Apache License 2.0
•120•0•0•0•Updated Nov 25, 2024Nov 25, 2024
cm4mlperf-inference-20241204
Public
Apache License 2.0
•35•0•0•0•Updated Nov 21, 2024Nov 21, 2024
inference_results_visualization_template-20241206
Public template
JavaScript
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Apache License 2.0
•6•0•0•0•Updated Oct 1, 2024Oct 1, 2024
artifact-evaluation
Public
Collective Knowledge repository to support artifact evaluation and reproducibility initiatives:
reproducible-research conferences journals collaborative-research artifact-evaluation artifact-sharing public-reviewing artifact-evaluation-committee artifact-appendix reproducibility-checklist
JavaScript
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Other
•18•52•0•0•Updated Jul 30, 2024Jul 30, 2024
inference_results_v4.0
Public
This repository contains the results and code for the MLPerf™ Inference v4.0 benchmark.
C++
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Apache License 2.0
•17•0•0•0•Updated Jul 15, 2024Jul 15, 2024
ck-quantum
Public
Miscellaneous resources for Quantum Collective Knowledge
Python
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BSD 3-Clause "New" or "Revised" License
•6•32•3•0•Updated Jun 6, 2024Jun 6, 2024
ck_mlperf_results
Public
Outdated
Python
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Apache License 2.0
•3•1•0•0•Updated Mar 30, 2024Mar 30, 2024
inference_results_v3.1
Public
This repository contains the results and code for the MLPerf™ Inference v3.1 benchmark.
Apache License 2.0
•13•0•0•0•Updated Mar 14, 2024Mar 14, 2024
inference_code_v3.1
Public
Apache License 2.0
•0•0•0•0•Updated Mar 8, 2024Mar 8, 2024
inference
Public
Reference implementations of MLPerf™ inference benchmarks
Python
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Apache License 2.0
•542•1•0•0•Updated Mar 5, 2024Mar 5, 2024
mlperf_inference_submissions_v4.0
Public
Apache License 2.0
•1•0•0•0•Updated Feb 23, 2024Feb 23, 2024