JoseSantosAMD
6d7c631cd7
* Initial commit for pytest Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Check if csvs populated Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * pytest now checks soc for soc specific testing Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Roof only csvs updated - Removes dir if workload dir already present Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Tests create difference logs calculated from a baseline Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * pytest scripts updated to revamp test cases Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Fix dispatch notation Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Introduce a cmake option to enable python code coverage. It now defaults to being disabled and can be enabled via a -DENABLE_COVERAGE=ON option (#194). Introduce CI on mi100 that leverages code coverage and publishes results along with a testing report. Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * update branch for CI -> 2.x Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * add profile execution test in cmake and enable in CI Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * run all ci tests Signed-off-by: Karl W. Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Initial overhaul of Profile mode Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Modify vcopy to enable multi iteration and multi kernel for CI Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Update docs and --help menu to reflect new vcopy usage Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Fix typo in IPBlock logging Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Cache ascii art in source and remove ascii dependency Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Update testing collateral to reflect name change of kernel-verbose option Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Small typo corrections in docs Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Fixing more typos... Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * run profiler tests through queue Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * bump wallclock runlimit for test Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * add mi100 badge Signed-off-by: Karl W. Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * include step to build hip binary Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * add additional top-level vars for number of kernels expected and dispatch id; tests updated to use these vars so that vcopy binary can be used instead of mixbench Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * add requirements-test.txt file to organize python testing dependencies (#205) * add a requirements-test.txt file to organize additional python packages needed to support testing; update CI to install python packages from dependency files Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Dynamically load dependency checker from requirements.txt Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Add comments Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Replace any - with _ for checker logic Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Update cmake config with Fix for pyyaml package installation check Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * update mi100 CI config Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * upgrade jsdom version (#206) Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Adding the log_metric differ function Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Added missing hasattr checker Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Enable running on mi100 and fixed typos - Also enables RHEL9 roofline Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * update CMakeLists.txt Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Remove pytest raises SystemExit Add default thresholds Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Initial overhaul of Analyze mode. Basic CLI is enabled. Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Revert "Remove pytest raises SystemExit" This reverts commit 9762728eb37e740c39ced87ced7dd7a0d423824d. Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * restore formal call to sys.exit() in top-level main; this is needed for companion testing collateral which expects SystemExit exceptions to be raised. Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Update return code error checks for roofline-only analysis on MI100 Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * disable coverage comment Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * fix comment typo Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Move error logging to util.py Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Move perfmon_configs dir into omniperf_soc dir. Rename config dirs for clarity Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Add a supported_archs property to Omniperf base class Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Remove pytest raises SystemExit Add default thresholds Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Revert "Remove pytest raises SystemExit" This reverts commit 9762728eb37e740c39ced87ced7dd7a0d423824d. Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Add Absolute Difference to report-diff output - Pytest regex updated to read Absolute Difference - Pytest creates Baseline (Assumes vcopy binary present) - Adding Metric logging Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * vcopy binary created before running tests Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Adding the log_metric differ function Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> * Update test_profile_general.py remove extra log_metric function Signed-off-by: JoseSantosAMD <87447437+JoseSantosAMD@users.noreply.github.com> * Update CMakeLists.txt soc_params was merged into a class, it isn't a standalone file anymore Signed-off-by: JoseSantosAMD <87447437+JoseSantosAMD@users.noreply.github.com> --------- Signed-off-by: JoseSantosAMD <Jose.Santos@amd.com> Signed-off-by: Karl W Schulz <karl.schulz@amd.com> Signed-off-by: Karl W. Schulz <karl.schulz@amd.com> Signed-off-by: colramos-amd <colramos@amd.com> Signed-off-by: JoseSantosAMD <87447437+JoseSantosAMD@users.noreply.github.com> Co-authored-by: Karl W Schulz <karl.schulz@amd.com> Co-authored-by: colramos-amd <colramos@amd.com> Co-authored-by: Karl W. Schulz <koomie@users.noreply.github.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: v1.0.10 (22 Aug 2023)},
month = aug,
year = 2023,
publisher = {Zenodo},
version = {v1.0.10},
doi = {10.5281/zenodo.7314631},
url = {https://doi.org/10.5281/zenodo.7314631}
}