Ben Richard
21b23a08d6
* Fix crash in multi-GPU scenario
Exclude -o option when invoking rocprof so that each rocprof process
writes to a different .csv file. Concatenate into a single .csv file
when finished.
Signed-off-by: benrichard-amd <ben.richard@amd.com>
* Only combine csv files when using rocprofv2
rocprofv1 does not have separate csv files
Signed-off-by: benrichard-amd <ben.richard@amd.com>
* Fix indices in combined CSV file
Use ignore_index flag to ensure there are no duplicate indices.
Signed-off-by: benrichard-amd <ben.richard@amd.com>
* Fix Dispatch_ID column and remove unnamed column
-Pandas was inserting an unnamed column (index column)
-Overwrite the Dispatch_ID column so that every row is unique, starting at 0
-Remove fixup_rocprofv2_dispatch_ids as no longer needed
Signed-off-by: benrichard-amd <ben.richard@amd.com>
* Fix code formatting
Signed-off-by: benrichard-amd <ben.richard@amd.com>
* Fix code formatting (for real this time)
Signed-off-by: benrichard-amd <ben.richard@amd.com>
---------
Signed-off-by: benrichard-amd <ben.richard@amd.com>
[ROCm/rocprofiler-compute commit: 69e5c32d52]
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.
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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: v2.0.1 (03 June 2024)},
month = june,
year = 2024,
publisher = {Zenodo},
version = {v2.0.1},
doi = {10.5281/zenodo.7314631},
url = {https://doi.org/10.5281/zenodo.7314631}
}