beiwang2003/bootcamp2018-perf-tuning

Princeton Research Computing Bootcamp 2018

Get Started With Performance Optimization And Tuning

Sample Matrix-Matrix multiplication code for Bootcamp 2018

This is intended to use as a example to profile with performance tuning tools such as VTune. The code does not do anything useful and is for illustrative/educational use only. It is not meant to be exhaustive or demostrating optimal matrix-matrix multiplication techniques.

Instructions for Running on Adroit

1. Log into Adroit with X11 forwarding enabled
   ssh -Y -C <username>@adroit.princeton.edu
2. Load environment modules
   module load intel
module load intel-vtune
3. Build the example code and call executable "mm.out"
   (What happens if you forget the -g?)
   e.g. icpc -g -mkl -O3 -xhost matmul_test.cpp -o mm.out
   Short test on head node: ./mm.out 250 (250x250 matrix)
4. Run the provided script to submit a VTune wrapped job to the scheduler
   ./submit_to_scheduler
   This will, by default, run a 500x500 matrix example on a compute node using the VTune "Hotspots" analysis. When it finishes it will create a directory with the results named something like r000hs, where 000 is incremented by 1 for each new analysis.
5. Open the resulting directory with VTune GUI
   e.g. amplxe-gui r000hs
6. Explore "Bottom-up" and "Top-down Tree" and double click on hotspots to look at line-by-line performance
7. Edit the file "submit.slurm" to increase the matrix size (originally 500) and rerun the analysis. WARNING: don't go over 1500!
8. Load environment module for Advisor e.g. module load intel-advisor
9. Run the script to submit a Advisor wrapped job to the schedule 1)In ./submit.slurm, change the job execution command to advisor command line with survey analysis 2)Run ./submit_to_scheduler
10. Open the resulting directory with Advisor e.g., advixe-gui <RESULT_DIR>
11. Explore "Survey" report
12. Run the script to submit a Advisor wrapped job to the schedule with tripcounts analysis

1. In ./submit.slurm, change the job execution command to advisor command line with tripcounts analysis
2. Run ./submit_to_scheduler

13. Open the resulting directory with Advisor e.g., advixe-gui <RESULT_DIR>
14. Explore "Tripcounts & Roofline" report

Contact

Ian A. Cosden
Princeton University
[email protected]