high performance computing on graphics processing units: hgpu.org

hgpu.org » Algorithms

Numerical linear algebra on emerging architectures: The PLASMA and MAGMA projects

Emmanuel Agullo, Jim Demmel, Jack Dongarra, Bilel Hadri, Jakub Kurzak, Julien Langou, Hatem Ltaief, Piotr Luszczek, Stanimire Tomov

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Tags: Algorithms, Computer science, Linear Algebra, Matrix multiplication

November 27, 2010 by hgpu

Fast minimum spanning tree for large graphs on the GPU

Vibhav Vineet, Pawan Harish, Suryakant Patidar, P. J. Narayanan

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Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia, Tesla S1070

November 25, 2010 by hgpu

Nonlinear optimization framework for image-based modeling on programmable graphics hardware

Karl E. Hillesland, Sergey Molinov, Radek Grzeszczuk

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Tags: Algorithms, ATI, ATI Radeon 9700, Computer science, DirectX, Image generation, Optimization

November 25, 2010 by hgpu

Fast volumetric deformation on general purpose hardware

C. Rezk Salama, M. Scheuering, G. Soza, G. Greiner

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Image generation, nVidia, nVidia GeForce 2, OpenGL, Shaders

November 24, 2010 by hgpu

A practical and robust bump-mapping technique for today’s GPU’s

M. Kilgard

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Tags: Algorithms, Computer science, nVidia, OpenGL, Shaders, Visualization

November 24, 2010 by hgpu

Efficient Probabilistic Model Checking on General Purpose Graphics Processors

Dragan Bosnacki, Stefan Edelkamp, Damian Sulewski

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, Probabilistic model checking

November 23, 2010 by hgpu

CUDA by Example: An Introduction to General-Purpose GPU Programming

Jason Sanders, Edward Kandrot

Tags: Algorithms, Computer science, CUDA, nVidia, Tutorial

November 22, 2010 by hgpu

Non-local means denoising algorithm accelerated by GPU

K. Huang, D. Zhang, K. Wang

Tags: Algorithms, Image processing

November 21, 2010 by hgpu

A novel multiple-walk parallel algorithm for the Barnes-Hut treecode on GPUs – towards cost effective, high performance N-body simulation

Tsuyoshi Hamada, Keigo Nitadori, Khaled Benkrid, Yousuke Ohno, Gentaro Morimoto, Tomonari Masada, Yuichiro Shibata, Kiyoshi Oguri, Makoto Taiji

Tags: Algorithms, Computer science, CUDA, GPU cluster, N-body simulation, nVidia, nVidia GeForce 8800 GTS

November 20, 2010 by hgpu

Efficient evaluation methods of elementary functions suitable for SIMD computation

Naoki Shibata

Tags: Algorithms, Computer science, Elementary functions

November 20, 2010 by hgpu

Perceptual enhancement of two-level volume rendering

Andrew Corcoran, Niall Redmond, John Dingliana

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Tags: Algorithms, Computer science, Medicine, Rendering, Visualization

November 20, 2010 by hgpu

An instruction-systolic programmable shader architecture for multi-threaded 3D graphics processing

Jung-Wook Park, Hoon-Mo Yang, Gi-Ho Park, Shin-Dug Kim, Charles C. Weems

Tags: Algorithms, Computer science, Hardware, Optimization

November 20, 2010 by hgpu

LLOR: Automatic Repair of OpenMP Programs

LLOR: Automated Repair of OpenMP Programs

Solomon: Simple Off-LOading Macros Orchestrating multiple Notations

Unified schemes for directive-based GPU offloading

CLUEstering: a high-performance density-based clustering library for scientific computing

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high performance computing on graphics processing units: hgpu.org

Numerical linear algebra on emerging architectures: The PLASMA and MAGMA projects

Fast minimum spanning tree for large graphs on the GPU

Nonlinear optimization framework for image-based modeling on programmable graphics hardware

Fast volumetric deformation on general purpose hardware

A practical and robust bump-mapping technique for today’s GPU’s

Efficient Probabilistic Model Checking on General Purpose Graphics Processors

CUDA by Example: An Introduction to General-Purpose GPU Programming

Non-local means denoising algorithm accelerated by GPU

A novel multiple-walk parallel algorithm for the Barnes-Hut treecode on GPUs – towards cost effective, high performance N-body simulation

Efficient evaluation methods of elementary functions suitable for SIMD computation

Perceptual enhancement of two-level volume rendering

An instruction-systolic programmable shader architecture for multi-threaded 3D graphics processing

Recent source codes

LLOR: Automatic Repair of OpenMP Programs

Solomon: Simple Off-LOading Macros Orchestrating multiple Notations

CLUEstering: a high-performance density-based clustering library for scientific computing

PyOMP: OpenMP for Python in Numba

GPPerf: Energy-Aware GPU Performance Prediction and Optimization Framework

HiRep

gpuPairHMM: Ultra-fast GPU-based PairHMM for DNA Variant Calling

Gaia AVU-GSR

Kokkidio: Kokkos+Eigen - write fast, readable multi-platform code

LLaMA-Inference-Bench

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