high performance computing on graphics processing units: hgpu.org

Ka Hei Martin Kwok, Matti Kortelainen, Giuseppe Cerati, Alexei Strelchenko, Oliver Gutsche, Allison Reinsvold Hall, Steve Lantz, Michael Reid, Daniel Riley, Sophie Berkman, Seyong Lee, Hammad Ather, Boyana Norris, Cong Wang

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Tags: AMD Radeon Instinct MI100, ATI, HEP, Intel, Intel Arc A770, nVidia, nVidia A100, nVidia V100, OpenMP, performance portability, Physics, SYCL

January 28, 2024 by hgpu

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

Faial: finds bugs in CUDA kernels

Sound and Partially-Complete Static Analysis of Data-Races in GPU Programs

Effects of OpenCL-Based Parallelization Methods on Explicit Numerical Methods to Solve the Heat Equation

Intel® SHMEM: Device initiated shared memory based communication library

Intel(R) SHMEM: GPU-initiated OpenSHMEM using SYCL

2domination

HPC acceleration of large (min, +) matrix products to compute domination-type parameters in graphs

miniLB: Lattice Botlzmann miniapp w/SYCL

miniLB: A Performance Portability Study of Lattice-Boltzmann Simulations

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high performance computing on graphics processing units: hgpu.org

Applications

Accelerating Drug Discovery in AutoDock-GPU with Tensor Cores

Effects of OpenCL-Based Parallelization Methods on Explicit Numerical Methods to Solve the Heat Equation

RBMD: A molecular dynamics package enabling to simulate 10 million all-atom particles in a single graphics processing unit

GPU Parallelization of Astronomical Image Subtraction

Gaining Cross-Platform Parallelism for HAL’s Molecular Dynamics Package using SYCL

Automatic BLAS Offloading on Unified Memory Architecture: A Study on NVIDIA Grace-Hopper

QArray: a GPU-accelerated constant capacitance model simulator for large quantum dot arrays

Distributed OpenMP Offloading of OpenMC on Intel GPU MAX Accelerators

Hybrid quantum programming with PennyLane Lightning on HPC platforms

Evaluating the Wide Area Classroom After 24,000 HPC Students

Lessons Learned Migrating CUDA to SYCL: A HEP Case Study with ROOT RDataFrame

Application of performance portability solutions for GPUs and many-core CPUs to track reconstruction kernels

Recent source codes

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

EnergyUCB-Bandit

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

Faial: finds bugs in CUDA kernels

Effects of OpenCL-Based Parallelization Methods on Explicit Numerical Methods to Solve the Heat Equation

Intel® SHMEM: Device initiated shared memory based communication library

2domination

miniLB: Lattice Botlzmann miniapp w/SYCL

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