Design and engineering of a simplified workflow execution for the MG5aMC event generator on GPUs and vector CPUs
- 1. CERN, IT-SC group, Geneva (Switzerland)
- 2. Université Catholique de Louvain (Belgium)
Description
Physics event generators are essential components of the data analysis software chain of high energy physics experiments, and important consumers of their CPU resources. Improving the software performance of these packages on modern hardware architectures, such as those deployed at HPC centers, is essential in view of the upcoming HL-LHC physics programme. In this paper, we describe an ongoing activity to reengineer the Madgraph5aMC@NLO physics event generator, primarily to port it and allow its efficient execution on GPUs, but also to modernize it and optimize its performance on vector CPUs. We describe the motivation, engineering process and software architecture design of our developments, as well as the current challenges and future directions for this project. This paper is based on our submission to vCHEP2021 in March 2021, complemented with a few preliminary results that we presented during the conference. Further details and updated results will be given in later publications.
Availability note (English)
Available from https://www.epj-conferences.org/articles/epjconf/pdf/2021/05/epjconf_chep2021_03045.pdf; https://doaj.org/article/b3d218aa9ee84b22bbf816d807c2aed5Additional details
Identifiers
Publishing Information
- Journal Title
- EPJ. Web of Conferences
- Journal Volume
- 251
- Journal Page Range
- vp.
- ISSN
- 2100-014X
Conference
- Title
- 25. International Conference on Computing in High Energy and Nuclear Physics
- Acronym
- CHEP 2021
- Dates
- 17-21 May 2021
- Place
- Geneva (Switzerland)
INIS
- Country of Publication
- France
- Country of Input or Organization
- France
- INIS RN
- 53090255
- Subject category
- S97: MATHEMATICAL METHODS AND COMPUTING; S46: INSTRUMENTATION RELATED TO NUCLEAR SCIENCE AND TECHNOLOGY;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- CERN LHC; COMPUTER ARCHITECTURE; COMPUTER CODES; DATA ANALYSIS; DESIGN; HIGH ENERGY PHYSICS; PERFORMANCE; VECTORS
- Descriptors DEC
- ACCELERATORS; CYCLIC ACCELERATORS; DATA PROCESSING; PHYSICS; PROCESSING; STORAGE RINGS; SYNCHROTRONS; TENSORS