https://github.com/rocm/rocprofiler-compute

Advanced Profiling and Analytics for AMD Hardware
https://github.com/rocm/rocprofiler-compute

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

Last synced: 2 days ago
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Advanced Profiling and Analytics for AMD Hardware

• Host: GitHub
• URL: https://github.com/rocm/rocprofiler-compute
• Owner: ROCm
• License: mit
• Created: 2022-11-04T19:53:55.000Z (about 2 years ago)
• Default Branch: amd-staging
• Last Pushed: 2024-11-06T18:08:55.000Z (10 days ago)
• Last Synced: 2024-11-06T18:36:13.945Z (10 days ago)
• Topics: gpu-kernels, hardware-counters, hpc, linux, performance-analysis, profiling
• Language: Python
• Homepage: https://rocm.docs.amd.com/projects/omniperf/en/latest/
• Size: 38.5 MB
• Stars: 135
• Watchers: 17
• Forks: 49
• Open Issues: 59
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Codeowners: .github/CODEOWNERS
  • Authors: AUTHORS

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README

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

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

# ROCm Compute Profiler

## General

ROCm Compute Profiler 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.docs.amd.com/projects/rocprofiler-compute/en/latest/).

* ROCm Compute Profiler 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

ROCm Compute Profiler 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 `amd-mainline` branch, while new features are developed in our

`amd-staging` branch.

Users may checkout `amd-staging` 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        = {ROCm/rocprofiler-compute: v3.0.0 (01 November 2024)},

  month        = November,

  year         = 2024,

  publisher    = {Zenodo},

  version      = {v3.0.0},

  doi          = {10.5281/zenodo.7314631},

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

}

```