Master's thesis presentation. Phuong is advised by Dr. Ben Hoerz (Intel) and Prof. Michael Bader.
The SCCS Colloquium is a forum giving students, guests, and members of the chair the opportunity to present their research insights, results, and challenges. Do you need ideas for your thesis topic? Do you want to meet your potential supervisor? Do you want to discuss your research with a diverse group of researchers, rehearse your conference talk, or simply cheer for your colleagues? Then this is the right place for you (and you are also welcome to bring your friends along).
Phuong Nguyen: Porting the Baryon-block Construction in the Stochastic LapH Method to Heterogeneous Systems with DPC++
SCCS Colloquium |
Lattice Quantum Chromodynamics (LQCD) is an important workload in particle physics that provides predictions from simulations of the strong interaction in the Standard Model of particle physics. In order to match the precision of experiments and achieve simulation breakthroughs, there is the need to achieve sustained performance in the range of multiple Exaflops. Thus, optimization of all dominant steps in the LQCD workload is needed. This work provides a high-performance implementation of the baryon-block construction, one of the key kernels in the stochastic LapH method, targeting heterogeneous systems.
The main contribution of this work consists of two parts: First, the optimization of the current implementations of CPUs; Second, porting the kernel to Intel GPUs using Data Parallel C++ (DPC++).
For the optimization of the CPU implementation, new memory-data layouts are investigated, cache blocking is successfully employed, and highly optimized small matrix multiplication is used by utilizing the Intel® Math Kernel Library (oneMKL) with Just-In-Time (JIT) code generation. The GPU kernel is implemented using DPC++ based on the optimized CPU implementation. The GPU implementation is optimized using data prefetching and data pre-packing techniques.
The main result of this thesis is an optimized multi-threaded implementation of the kernel which is 6.8 times faster than the kernel currently used in production systems. In addition, the work shows the successful port of the kernel to the Ponte Vecchio GPU, which has a speedup of X times over the node performance of the optimized CPU implementation (NDA).
The work provides a solid foundation for modern performance-portable implementations suitable for usage in future heterogeneous HPC systems.
Contribute a talk
To register and schedule a talk, you should fill the form Colloquium Registration at least two weeks before the earliest preferred date. Keep in mind that we only have limited slots, so please plan your presentation early. In special cases, contact email@example.com.
Colloquium sessions are now on-campus. We have booked room MI 00.13.054 for WS22/23. You can either bring your own laptop or send us the slides as a PDF ahead of time. The projector only has an HDMI connection, so please bring your own adapters if necessary.
Do you want to attend but cannot make it in person? We now have a hybrid option. Simply join us through this BBB room: https://bbb.in.tum.de/ger-wtc-qmp
We invite students doing their Bachelor's or Master's thesis, as well as IDP, Guided Research, or similar projects at SCCS to give one 20min presentation to discuss their results and potential future work. The time for this is typically after submitting your final text. Check also with your study program regarding any requirements for a final presentation of your project work.
New: In regular times, we will now have slots for presenting early stage projects (talk time 2-10min). This is an optional opportunity for getting additional feedback early and there is no strict timeline.
Apart from students, we also welcome doctoral candidates and guests to present their projects.
During the colloquium, things usually go as follows:
- 10min before the colloquium starts, the speakers setup their equipment with the help of the moderator. The moderator currently is Irene López. Make sure to be using an easily identifiable name in the online session's waiting room.
- The colloquium starts with an introduction to the agenda and the moderator asks the speaker's advisor/host to put the talk into context.
- Your talk starts. The scheduled time for your talk is normally 20min with additional 5-10min for discussion.
- The moderator keeps track of the time and will signal 2min before the end of time (e.g. by turning on their video).
- During the discussion session, the audience can ask questions, which are meant for clarification or for putting the talk into context. The audience can also ask questions in the chat.
- Congratulations! Your talk is over and it's now time to celebrate! Have you already tried the parabolic slides that bring you from the third floor to the Magistrale?
Do you remember a talk that made you feel very happy for attending? Do you also remember a talk that confused you? What made these two experiences different?
Here are a few things to check if you want to improve your presentation:
- What is the main idea that you want people to remember after your presentation? Do you make it crystal-clear? How quickly are you arriving to it?
- Which aspects of your work can you cover in the given time frame, with a reasonable pace and good depth?
- What can you leave out (but maybe have as back-up slides) to not confuse or overwhelm the audience?
- How are you investing the crucial first two minutes of your presentation?
- How much content do you have on your slides? Is all of it important? Will the audience know which part of a slide to look at? Will somebody from the last row be able to read the content? Will somebody with limited experience in your field have time to understand what is going on?
- Are the figures clear? Are you explaining the axes or any other features clearly?
In any case, make sure to start preparing your talk early enough so that you can potentially discuss it, rehearse it, and improve it.
Here are a few good videos to find out more:
- Simon Peyton Jones: How to Give a Great Research Talk (see also How to Write a Great Research Paper)
- Susan McConnell: Designing effective scientific presentations
- Jens Weller: Presenting Code
Did you know that the TUM English Writing Center can also help you with writing good slides?
Work with us!
Do your thesis/student project in Informatics / Mathematics / Physics: Student Projects at the SCCS.