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Accelerating the reduction to upper Hessenberg, tridiagonal, and bidiagonal forms through hybrid GPU-based computing

Stanimire Tomov, Rajib Nath, Jack Dongarra

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Tags: BLAS, Computer science, CUBLAS, CUDA, Linear Algebra, nVidia, nVidia GeForce GTX 280, Package

November 17, 2010 by hgpu

Direct numerical simulation of sub-grid structures in gas-solid flow — GPU implementation of macro-scale pseudo-particle modeling

Qingang Xiong, Bo Li, Feiguo Chen, Jingsen Ma, Wei Ge, Jinghai Li

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Tags: Chemistry, Fluid dynamics, Navier-Stokes equations, NSEs, nVidia

November 17, 2010 by hgpu

A multi-GPU accelerated solver for the three-dimensional two-phase incompressible Navier-Stokes equations

Michael Griebel, Peter Zaspel

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Tags: CUDA, Fluid dynamics, MPI, Navier-Stokes equations, NSEs, nVidia, Tesla S1070

November 17, 2010 by hgpu

Fast Bio-Inspired Computation using a GPU-based Systemic Computer

Marjan Rouhipour, Peter J. Bentley, Hooman Shayani

Tags: Biology

November 16, 2010 by hgpu

Domain Decomposition method on GPU cluster

Yusuke Osaki, Ken-Ichi Ishikawa

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Tags: CUDA, GPU cluster, High Energy Physics - Lattice, Mathematical Software, Monte Carlo simulation, nVidia, nVidia GeForce GTX 285, OpenMPI, Physics, QCD

November 16, 2010 by hgpu

Real-time nonlinear finite element computations on GPU – Application to neurosurgical simulation

Grand R. Joldes, Adam Wittek, Karol Miller

Tags: CUDA, Medicine, nVidia, Surgical simulation

November 16, 2010 by hgpu

Illustrative Volume Visualization Using GPU-Based Particle Systems

Roy van Pelt, Anna Vilanova, Huub van de Wetering

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Tags: Computer science, GLSL, nVidia, nVidia GeForce 8800 GTX, OpenGL, Rendering, Visualization

November 16, 2010 by hgpu

GPU-based smart visibility techniques for tumor surgery planning

Christoph Kubisch, Christian Tietjen, Bernhard Preim

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Tags: Cg, Medicine, nVidia, nVidia GeForce 9600 GT, OpenGL, Rendering, Visualization

November 16, 2010 by hgpu

GPU rendering for tiled multi-projector autostereoscopic display based on chromium

Jianli Luo, Kaihuai Qin, Yanxia Zhou, Miao Mao, Ruirui Li

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce 9600 GT, OpenGL, Rendering

November 16, 2010 by hgpu

Multi-scale neural texture classification using the GPU as a stream processing engine

M. Martinez-Zarzuela, F. Diaz-Pernas, M. Anton-Rodriguez, J. Diez-Higuera, D. Gonzalez-Ortega, D. Boto-Giralda, F. Lopez-Gonzalez, I. De La Torre

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Tags: Cg, Computer science, nVidia, nVidia GeForce 8800 GTX, OpenGL, Texture detection

November 16, 2010 by hgpu

Development of a GPU-based High-Performance Radiative Transfer Model for the Infrared Atmospheric Sounding Interferometer (IASI)

Bormin Huang, Jarno Mielikainen, Hyunjong Oh, Hung-Lung A. Huang

Tags: CUDA, Earth and Space Sciences, nVidia

November 16, 2010 by hgpu

High performance conjugate gradient solver on multi-GPU clusters using hypergraph partitioning

Ali Cevahir, Akira Nukada, Satoshi Matsuoka

Tags: Computer science, Conjugate gradient solver, CUDA, GPU cluster, nVidia

November 16, 2010 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

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high performance computing on graphics processing units: hgpu.org

Applications

Accelerating the reduction to upper Hessenberg, tridiagonal, and bidiagonal forms through hybrid GPU-based computing

Direct numerical simulation of sub-grid structures in gas-solid flow — GPU implementation of macro-scale pseudo-particle modeling

A multi-GPU accelerated solver for the three-dimensional two-phase incompressible Navier-Stokes equations

Fast Bio-Inspired Computation using a GPU-based Systemic Computer

Domain Decomposition method on GPU cluster

Real-time nonlinear finite element computations on GPU – Application to neurosurgical simulation

Illustrative Volume Visualization Using GPU-Based Particle Systems

GPU-based smart visibility techniques for tumor surgery planning

GPU rendering for tiled multi-projector autostereoscopic display based on chromium

Multi-scale neural texture classification using the GPU as a stream processing engine

Development of a GPU-based High-Performance Radiative Transfer Model for the Infrared Atmospheric Sounding Interferometer (IASI)

High performance conjugate gradient solver on multi-GPU clusters using hypergraph partitioning

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

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