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# MLPerf inference benchmark automation guide | ||
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This document is prepared by the [MLCommons™ community](https://mlcommons.org) | ||
to make it easier to reproduce MLPerf™ benchmark results and automate new submissions | ||
using the open-source [CK workflow framework](https://github.com/ctuning/ck). | ||
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||
* [Prepare your platform](platform/README.md) | ||
* [Install CK framework](tools/ck.md) | ||
* [Install CK virtual environment (optional)](tools/ck-venv.md) | ||
* [Use adaptive CK container](tools/ck-docker.md) | ||
* [**Prepare and run native MLPerf™**](tasks/README.md) | ||
* [Integrate CK workflows with CI platforms](tools/continuous-integration.md) | ||
* [Analyze MLPerf inference results](results/README.md) | ||
* [Example of CK dashboards for ML Systems DSE](results/ck-dashboard.md) | ||
* [Reproduce MLPerf™ results and DSE](reproduce/README.md) | ||
* [Use CK with MLCube™](tools/mlcube.md) | ||
* [Test models with a webcam](reproduce/demo-webcam-object-detection-x86-64.md) | ||
* [Explore ML Systems designs (AutoDSE)](dse/README.md) | ||
* [Submit to MLPerf™](submit/README.md) | ||
* [Related tools](tools/README.md) | ||
* Further improvements: | ||
* [Standardization of MLPerf™ workflows](tbd/standardization.md) | ||
* [More automation](tbd/automation.md) | ||
* [CK2 ideas](tbd/ck2.md) | ||
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*Please feel free to contribute to this collaborative doc by sending your PR [here]( https://github.com/ctuning/ck/pulls )! Thank you!* | ||
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||
# Feedback | ||
|
||
Contact [Grigori Fursin](https://cKnowledge.io/@gfursin) ([OctoML.ai](https://octoml.ai), [MLCommons™ member](https://mlcommons.org)) | ||
|
||
# MLPerf inference benchmark automation guide | ||
|
||
This document is prepared by the [MLCommons™ community](https://mlcommons.org) | ||
to make it easier to reproduce MLPerf™ benchmark results and automate new submissions | ||
using the open-source [CK workflow framework](https://github.com/ctuning/ck). | ||
|
||
* [Prepare your platform](platform/README.md) | ||
* [Install CK framework](tools/ck.md) | ||
* [Install CK virtual environment (optional)](tools/ck-venv.md) | ||
* [Use adaptive CK container](tools/ck-docker.md) | ||
* [**Prepare and run native MLPerf™**](tasks/README.md) | ||
* [Integrate CK workflows with CI platforms](tools/continuous-integration.md) | ||
* [Analyze MLPerf inference results](results/README.md) | ||
* [Example of CK dashboards for ML Systems DSE](results/ck-dashboard.md) | ||
* [**Reproduce MLPerf™ results and DSE**](reproduce/README.md) | ||
* [Use CK with MLCube™](tools/mlcube.md) | ||
* [Test models with a webcam](reproduce/demo-webcam-object-detection-x86-64.md) | ||
* [Explore ML Systems designs (AutoDSE)](dse/README.md) | ||
* [Submit to MLPerf™](submit/README.md) | ||
* [Related tools](tools/README.md) | ||
* Further improvements: | ||
* [Standardization of MLPerf™ workflows](tbd/standardization.md) | ||
* [More automation](tbd/automation.md) | ||
* [CK2 ideas](tbd/ck2.md) | ||
|
||
*Please feel free to contribute to this collaborative doc by sending your PR [here]( https://github.com/ctuning/ck/pulls )! Thank you!* | ||
|
||
# Feedback | ||
|
||
Contact [Grigori Fursin](https://cKnowledge.io/@gfursin) ([OctoML.ai](https://octoml.ai), [MLCommons™ member](https://mlcommons.org)) | ||
|