Detail publikace

Advancements in Ultrasound Simulations Enabled by High-bandwidth GPU Interconnects

VAVERKA, F. TREEBY, B. JAROŠ, J.

Originální název

Advancements in Ultrasound Simulations Enabled by High-bandwidth GPU Interconnects

Typ

prezentace, poster

Jazyk

angličtina

Originální abstrakt

Realistic ultrasound simulations are becoming integral part of many novel medical procedures such as photoacoustic screening and non-invasive treatment planning. The common denominator of all these applications is the need for cheap and relatively large-scale ultrasound simulations with sufficient accuracy. Typical medical applications require full-wave simulations which take frequency-dependent absorption and non-linearity into account. This poster investigates the benefits of high-bandwidth low-latency interconnects to k-Wave acoustic toolbox in dense multi-GPU environment. The k-Wave multi-GPU code is based on a variant of the local Fourier basis domain decomposition. The poster compares the behavior of the code on a typical PCI-E 3.0 machine with 8 Nvidia Tesla P40 GPUs and a Nvidia DGX-2 server. The performance constraints of PCI-E platforms built around multiple socket servers on multi-GPU applications are deeply explored. Finally, it is shown the k-Wave toolbox can efficiently utilize NVlink 2.0 and achieve over 4x speedup compared to PCI-E systems.

Klíčová slova

GPU, NVlink, MPI, CUDA, Spectral Methods, Ultrasound

Autoři

VAVERKA, F.; TREEBY, B.; JAROŠ, J.

Vydáno

17. 11. 2019

Místo

Denver

Strany počet

1

URL

https://sc19.supercomputing.org/proceedings/tech_poster/tech_poster_pages/rpost150.html

BibTex

@misc{BUT162292,
  author="Filip {Vaverka} and Bradley {Treeby} and Jiří {Jaroš}",
  title="Advancements in Ultrasound Simulations Enabled by High-bandwidth GPU Interconnects",
  year="2019",
  pages="1",
  address="Denver",
  url="https://sc19.supercomputing.org/proceedings/tech_poster/tech_poster_pages/rpost150.html",
  note="presentation, poster"
}

Dokumenty

summary.pdf
poster.pdf