Optimization of Smooth Particle Hydrodynamics

By Promotion | Updated 19 Jun 2017
Optimization of Smooth Particle Hydrodynamics

P-Gadget3 is a computational astrophysics tool. Scientists use it to simulate self-gravitating systems with added complex gas physics.

The problems that this code helps to solve include the formation of cosmological large-scale structures, clusters and galaxies,  star formation, and metal enrichment. To model the physics of gas, P-Gadget3 uses smooth particle hydrodynamics (SPH). This mesh-free computational method approximates parcels of gas or fluid as particles. The code scales to hundreds of thousands of cores and has a considerable user base.


Recently we learned about the performance optimization work on the SPH solver in P-Gadget 3. It was carried out by Dr. Fabio Baruffa, a Senior HPC Application Specialist at the Leibniz Supercomputing Centre.

Dr. Baruffa shared his methods of work:

- the isolation of a  kernel code with serialization
- the usage of Intel® VTune™ to spot bottlenecks,  and
- the principle of minimally invasive approach.


He also demonstrated  performance optimization techniques used in this project, such as

- transformation to lockless loops and
- improved vectorization with the help of runtime conversion of an array of structures (AoS) to a  structure of arrays (SoA).

The result of the optimization efforts was a tremendous performance gain. On Intel® Xeon® processors, the optimized SPH kernel works 2.6-4.7x faster. On 68-core Intel® Xeon Phi™ processors, the speedup is 20x.


Dr. Baruffa’s 1-hour presentation was the first of the Modern Code Contributed Talks (MC² Series). Its recording and slides are available at colfaxresearch.com/mc2-001

For more such intel IoT resources and tools from Intel, please visit the Intel® Developer Zone




Recent Questions

optimization of windows 8.1 apps
Vivek Bhatt
Sept 3, 2014
Responses 4
vishal Pallerla
Sept 3, 2014
Aditya Malpure
Sept 3, 2014
Hemant Pathak
Sept 6, 2014
Sept 7, 2014
Be the first one to post the comment
Post a New Comment
You must be signed in to post a comment