high performance computing on graphics processing units: hgpu.org

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GPU Floating-Point Paranoia

Karl E. Hillesland, Anselmo Lastra

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Tags: Algorithms, Cg, Computer science, Extended precision, nVidia, Package

December 3, 2010 by hgpu

Belief Propagation on the GPU for Stereo Vision

A. Brunton, Chang Shu, G. Roth

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Tags: Computer science, Computer vision, nVidia, nVidia GeForce 6800 GT, Shaders

December 3, 2010 by hgpu

Extended-precision floating-point numbers for GPU computation

Andrew Thall

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Tags: Algorithms, Cg, Computer science, Extended precision, FFT, nVidia, nVidia GeForce 7900 GT, nVidia GeForce 8800 GT

December 3, 2010 by hgpu

Simulation of 1+1 dimensional surface growth and lattices gases using GPUs

Henrik Schulz, Geza Odor, Gergely Odor, Máté Ferenc Nagy

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Tags: ATI, ATI Radeon HD 5970, Computational Physics, CUDA, Disordered Systems and Neural Networks, nVidia, nVidia Quadro FX 5800, OpenCL, Physics, Statistical Mechanics, Tesla C1060

December 3, 2010 by hgpu

Collaborative diffusion: programming antiobjects

Alexander Repenning

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Tags: Algorithms, Artificial intelligence, Computer science, Games

December 2, 2010 by hgpu

Computer generated holography using parallel commodity graphics hardware

Lukas Ahrenberg, Philip Benzie, Marcus Magnor, John Watson

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Tags: Algorithms, Computer holography, Computer science, GLSL, nVidia, nVidia GeForce 7800 GTX, OpenGL

December 2, 2010 by hgpu

Locality and parallelism optimization for dynamic programming algorithm in bioinformatics

Guangming Tan, Shengzhong Feng, Ninghui Sun

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Tags: Algorithms, Bioinformatics, Biology, Programming techniques

December 2, 2010 by hgpu

GPU histogram computation

Oliver Fluck, Shmuel Aharon, Daniel Cremers, Mikael Rousson

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Tags: Computer science, nVidia, nVidia GeForce 7900 GT, Shaders

December 2, 2010 by hgpu

FPGAs, GPUs and the PS2 – A Single Programming Methodology

Lee W. Howes, Paul Price, Oskar Mencer, Olav Beckmann

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Tags: Computer science, FPGA, nVidia, nVidia GeForce 6800 Ultra

December 2, 2010 by hgpu

Motion Estimation for H.264/AVC using Programmable Graphics Hardware

Chi-Wang Ho, O. C. Au, Gary, Shu-Kei Yip, Hoi-Ming Wong

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Tags: Cg, H.264/AVC, Image processing, nVidia, nVidia GeForce 6600 GT, nVidia GeForce 7800 GT, OpenGL

December 2, 2010 by hgpu

Hardware accelerated multi-resolution geometry synthesis

Martin Bokeloh, Michael Wand

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Tags: Cg, Computer science, Games, Image generation, nVidia, nVidia GeForce 6800 GT

December 2, 2010 by hgpu

The visual vulnerability spectrum: characterizing architectural vulnerability for graphics hardware

Jeremy W. Sheaffer, David P. Luebke, Kevin Skadron

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Tags: Computer science, Hardware, nVidia, OpenGL

December 2, 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

GPU Floating-Point Paranoia

Belief Propagation on the GPU for Stereo Vision

Extended-precision floating-point numbers for GPU computation

Simulation of 1+1 dimensional surface growth and lattices gases using GPUs

Collaborative diffusion: programming antiobjects

Computer generated holography using parallel commodity graphics hardware

Locality and parallelism optimization for dynamic programming algorithm in bioinformatics

GPU histogram computation

FPGAs, GPUs and the PS2 – A Single Programming Methodology

Motion Estimation for H.264/AVC using Programmable Graphics Hardware

Hardware accelerated multi-resolution geometry synthesis

The visual vulnerability spectrum: characterizing architectural vulnerability for graphics hardware

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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