JoseSantosAMD
4424f320ad
* Removing kernel name shortener from profile - Kernel name shortener now in analyze - db import uses pymongo to import Signed-off-by: Jose Santos <josantos@amd.com> * collections now added using pymongo Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * kernel_name_shortener shortens dataframes and not a workload - argparser: --kernel-verbose to connection group - analysis_cli, profiler_rocprof_v2: remove kernel_name_shortener, so that it doesnt overwrite workload - db_import: demangle kernel_name dfs Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * fix db name in pymongo command Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * reformat Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * fix typo Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * remove checker for verbose in profiler_base Signed-off-by: Jose Santos <josantos@amd.com> * kernel_name_shortener now called in create_df_kerenel_top_stats and create_df_pmc Signed-off-by: Jose Santos <josantos@amd.com> * add kernel_verbose to analysis_webui, remove stubbed values Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Update src/utils/kernel_name_shortener.py keep console_debug Co-authored-by: Cole Ramos <colramos@amd.com> Signed-off-by: JoseSantosAMD <87447437+JoseSantosAMD@users.noreply.github.com> * Update src/utils/kernel_name_shortener.py Co-authored-by: Cole Ramos <colramos@amd.com> Signed-off-by: JoseSantosAMD <87447437+JoseSantosAMD@users.noreply.github.com> --------- Signed-off-by: Jose Santos <josantos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> Signed-off-by: JoseSantosAMD <87447437+JoseSantosAMD@users.noreply.github.com> Co-authored-by: Cole Ramos <colramos@amd.com>
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 and MI200 accelerators.
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For more information on available features, installation steps, and workload profiling and analysis, please refer to the online documentation.
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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 file for additional details on our contribution process.
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Licensing information can be found in the LICENSE file.
Development
Omniperf follows a
main-dev
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 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}
}