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...n-introduction-to-developing-highly-parallel-applications-using-c++-and-sycl.md
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--- | ||
contributor: max | ||
date: '2025-01-22T14:46:00' | ||
starts: '2025-01-22T13:00:00+01:00' | ||
ends: '2025-12-04T16:30:00+01:00' | ||
title: 'An introduction to developing highly parallel applications using C++ and SYCL' | ||
external_url: 'https://www.hipeac.net/2025/barcelona/#/program/sessions/8191/' | ||
--- | ||
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In this tutorial, we will introduce SYCL and provide programmers with a solid foundation they can build on to gain | ||
mastery of this language. The main benefit of using SYCL over other heterogeneous programming models is the single | ||
programming language approach, which enables one to target multiple devices using the same programming model, and | ||
therefore to have a cleaner, portable, and more readable code. | ||
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This is a hands-on tutorial. The real learning will happen as attendees write code. The format will be short | ||
presentations followed by hands-on exercises. Hence, attendees will require their own laptop to perform the hands-on | ||
exercises. |
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...neral-purpose-gpu-programming-for-safety-critical-systems-using-khronos-apis.md
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--- | ||
contributor: max | ||
date: '2025-01-20T14:46:00' | ||
starts: '2025-01-20T13:00:00+01:00' | ||
ends: '2025-01-20T16:30:00+01:00' | ||
title: 'Introduction to Certifiable General Purpose GPU Programming for Safety-Critical Systems using Khronos APIs' | ||
external_url: 'https://www.hipeac.net/2025/barcelona/#/program/sessions/8161/' | ||
--- | ||
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Tutorial at HiPEAC 2025 by Leonidas Kosmidis, Barcelona Supercomputing Center (BSC) |
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...tudy-of-non-equilibrium-gas-dynamics-on-gpu-accelerated-platforms-using-sycl.md
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--- | ||
contributor: max | ||
date: '2024-12-19T09:43:10' | ||
title: 'Implementation of Two Numerical Solvers for the Study of Non-Equilibrium Gas Dynamics on GPU-Accelerated Platforms using SYCL' | ||
external_url: 'https://ruor.uottawa.ca/items/cb39b8e3-9904-4a65-89bf-5414d364e759' | ||
authors: | ||
- El-Ghotmi, Osman | ||
tags: | ||
- sycl | ||
- gpu | ||
- portability | ||
--- | ||
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The application of GPUs has extended beyond traditional graphics rendering because their parallel processing | ||
capabilities can accelerate many general-purpose tasks, such as machine learning and scientific computing. This thesis | ||
presents the implementation of two numerical solvers for the solution of non-equilibrium gas flows. It also demonstrates | ||
the computational performance of the two solvers when developed to target GPU-based supercomputers using the SYCL | ||
programming model. The first solver incorporates a novel ray-tracing technique and accurate mathematical relations to | ||
efficiently compute any observable property of free-molecular flow past convex shapes (FMFC). It computes integrals of | ||
the Maxwell-Boltzmann distribution function to create an algorithm that quickly evaluates any moment of the local | ||
particle-velocity distribution. This highly efficient technique is extended for GPUs to accelerate the computation of | ||
accurate results. Results produced with the solver serve as robust benchmarks in the validation of other scientific | ||
models that describe fluid motion in non-equilibrium regimes. The second solver extends a CPU-based implementation of | ||
the discontinuous Galerkin Hancock (DGH) method into an efficient GPU code. The DGH scheme is a high-order numerical | ||
method that solves hyperbolic partial differential equations (PDEs) with stiff source terms. This class of equations is | ||
common in many models that are used to describe non-equilibrium gas flows. The GPU implementation of the DGH solver that | ||
is presented in this work provides a computationally efficient and numerically accurate method to compute the solution | ||
for these models. Results produced by the FMFC and DGH solvers showcase their accuracy and parallel scalability as | ||
efficient GPU algorithms. Furthermore, the effectiveness of the FMFC solver as a validation tool is demonstrated by | ||
producing benchmarks to confirm the accuracy of scientific models that are solved with numerical schemes such as DGH. |