https://github.com/ROCm/omniperf

Advanced Profiling and Analytics for AMD Hardware
https://github.com/ROCm/omniperf

gpu-kernels hardware-counters hpc linux performance-analysis profiling

Last synced: 29 days ago
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Advanced Profiling and Analytics for AMD Hardware

• Host: GitHub
• URL: https://github.com/ROCm/omniperf
• Owner: ROCm
• License: mit
• Created: 2022-11-04T19:53:55.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-05-21T15:53:07.000Z (about 1 month ago)
• Last Synced: 2024-05-22T16:06:57.699Z (about 1 month ago)
• Topics: gpu-kernels, hardware-counters, hpc, linux, performance-analysis, profiling
• Language: Python
• Homepage: https://rocm.github.io/omniperf/
• Size: 38.4 MB
• Stars: 119
• Watchers: 17
• Forks: 32
• Open Issues: 60
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGES
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Codeowners: .github/CODEOWNERS
  • Authors: AUTHORS

Lists

• awesome-profiling - Omniperf

README

        
[![Ubuntu 22.04](https://github.com/ROCm/omniperf/actions/workflows/ubuntu-jammy.yml/badge.svg)](https://github.com/ROCm/omniperf/actions/workflows/ubuntu-jammy.yml)

[![RHEL 8](https://github.com/ROCm/omniperf/actions/workflows/rhel-8.yml/badge.svg)](https://github.com/ROCm/omniperf/actions/workflows/rhel-8.yml)

[![Instinct](https://github.com/ROCm/omniperf/actions/workflows/mi-rhel9.yml/badge.svg)](https://github.com/ROCm/omniperf/actions/workflows/mi-rhel9.yml)

[![Docs](https://github.com/ROCm/omniperf/actions/workflows/docs.yml/badge.svg)](https://rocm.github.io/omniperf/)

[![DOI](https://zenodo.org/badge/561919887.svg)](https://zenodo.org/badge/latestdoi/561919887)

# Omniperf

## General

Omniperf is a system performance profiling tool for machine

learning/HPC workloads running on AMD MI GPUs. The tool presently

targets usage on MI100, MI200, and MI300 accelerators.

* For more information on available features, installation steps, and

workload profiling and analysis, please refer to the online

[documentation](https://rocm.github.io/omniperf).

* Omniperf is an AMD open source research project and is not supported

as part of the ROCm software stack. We welcome contributions and

feedback from the community. Please see the

[CONTRIBUTING.md](CONTRIBUTING.md) file for additional details on our

contribution process.

* Licensing information can be found in the [LICENSE](LICENSE) file.

## Development

Omniperf follows a

[main-dev](https://nvie.com/posts/a-successful-git-branching-model/)

branching model. As a result, our latest stable release is shipped

from the `main` branch, while new features are developed in our

`dev` branch.

Users may checkout `dev` to preview upcoming features.

## How to Cite

This software can be cited using a Zenodo

[DOI](https://doi.org/10.5281/zenodo.7314631) reference. A BibTex

style reference is provided below for convenience:

```

@software{xiaomin_lu_2022_7314631

  author       = {Xiaomin Lu and

                  Cole Ramos and

                  Fei Zheng and

                  Karl W. Schulz and

                  Jose Santos and

                  Keith Lowery and

                  Nicholas Curtis and

                  Cristian Di Pietrantonio},

  title        = {AMDResearch/omniperf: v1.1.0-PR1 (13 Oct 2023)},

  month        = oct,

  year         = 2023,

  publisher    = {Zenodo},

  version      = {v1.1.0-PR1},

  doi          = {10.5281/zenodo.7314631},

  url          = {https://doi.org/10.5281/zenodo.7314631}

}

```