1-4 December 2024
Boardwalk Convention Centre
Africa/Johannesburg timezone
Keynote starting now at 19:00.

Developing a Sustainable and Performant GPU Implementation of Plane-Wave DFT

4 Dec 2024, 14:30
20m
BICC.G-C1 - C1 Tsitsikamma (Boardwalk Convention Centre)

BICC.G-C1 - C1 Tsitsikamma

Boardwalk Convention Centre

200
Talk Materials Science HPC Applications

Speaker

Mr Matthew Smith (University of York)

Description

We present the GPU port of CASTEP (www.castep.org), which is scheduled for a
full public release in early 2025 and developed as part of the PAX-HPC project under the UK’s ExCALIBUR exascale-readiness programme. CASTEP is a well-established density functional material modelling software suite, consisting of 750k lines of modern Fortran with extensive support for distributed memory parallelism via MPI. The application profile is relatively flat, meaning that the run-time is not always dominated by a specific set of computational operations, and workloads per kernel are often insufficient to achieve device saturation easily.

We describe how we meet the challenges of porting the code while adhering to
our development principles of portability, sustainabilty, and efficiency. We discuss the benefits and limitations of using OpenACC/MP for device offloading, how we integrate these approaches with MPI, and illustrate performance on UK HPC.

Primary authors

Mr Matthew Smith (University of York) Dr Phil Hasnip (University of York)

Presentation Materials

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