PerfExpert v2.0
An Easy-to-Use Performance Diagnosis Tool for HPC Applications with Suggestions for Bottleneck Remediation
PerfExpert automatically analyzes the performance of programs and suggests optimizations to alleviate the identified bottlenecks. It is intended to make performance assessment easy while providing accurate diagnoses of core, chip, and node-level performance bottlenecks. Because of this focus, it suffices (and is recommended) to use scaled-down data sets and resource configurations to obtain accurate analyses.
Publications
Ashay Rane, James Browne, Lars Koesterke, "PerfExpert and MACPO: Which code segments should (not) be ported to MIC?", TACC-Intel Highly Parallel Computing Symposium, April 2012
Ashay Rane, James Browne: Performance Optimization of Data Structures Using Memory Access Characterization. CLUSTER 2011: 570-574
Ashay Rane, Saurabh Sardeshpande, James Browne, "Determining Code Segments that can Benefit from Execution on GPUs", poster presented at Supercomputing Conference (SC) 2011
M. Burtscher, B.D. Kim, J. Diamond, J. McCalpin, L. Koesterke, and J. Browne. "PerfExpert: An Easy-to-Use Performance Diagnosis Tool for HPC Applications." SC 2010 International Conference for High-Performance Computing, Networking, Storage and Analysis. November 2010 [pdf]
Talk slides [pdf] [pptx]
O. A. Sopeju, M. Burtscher, A. Rane, and J. Browne. "AutoSCOPE: Automatic Suggestions for Code Optimizations Using PerfExpert." 2011 International Conference on Parallel and Distributed Processing Techniques and Applications. July 2011 [pdf]
Feedback
If things don't work as expected or if you have suggestions, contact me at: ashay.rane [at] tacc.utexas.edu or on: 471-4024. Please try to include the following in your report:
- experiment.xml file that is being passed to PerfExpert
- Error printed on the console
- perfexpert.log (present in the current directory)