high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Computer science

Relational joins on graphics processors

Bingsheng He, Ke Yang, Rui Fang, Mian Lu, Naga Govindaraju, Qiong Luo, Pedro Sander

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Tags: Algorithms, ATI, ATI CAL, ATI R600, ATI Stream, Computer science, CUDA, Join, nVidia, nVidia GeForce 8800 GTX, Sorting

November 4, 2010 by hgpu

Approximate Dynamic Programming and Neural Networks on Game Hardware

R. J. Meuth, D. C. Wunsch

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Tags: Computer science, Neural networks, Review

November 4, 2010 by hgpu

Artificial neural network computation on graphic process unit

Zhongwen Luo, Hongzhi Liu, Xincai Wu

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Tags: ATI, ATI Radeon 9550, Computer science, Neural networks, nVidia, nVidia GeForce 6200, nVidia GeForce 6xxx, OpenGL

November 4, 2010 by hgpu

Implementing sparse matrix-vector multiplication on throughput-oriented processors

Nathan Bell, Michael Garland

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Tags: Computer science, CUDA, Linear Algebra, nVidia, nVidia GeForce GTX 285, Package, Sparse matrix

November 4, 2010 by hgpu

CuPP – A framework for easy CUDA integration

Jens Breitbart

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Tags: Computer science, CUDA, High-level Languages, nVidia, Package

November 4, 2010 by hgpu

Interactive 3D distance field computation using linear factorization

Avneesh Sud, Naga Govindaraju, Russell Gayle, Dinesh Manocha

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Tags: Collision detection, Computer science, Distance transform, nVidia, nVidia GeForce 7800 GTX, OpenGL, Voronoi diagram

November 4, 2010 by hgpu

Brook for GPUs: Stream Computing on Graphics Hardware

I. Buck, T. Foley, D. Horn, J. Sugerman, K. Mike, H. Pat

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Tags: ATI, ATI Radeon 9800 XT, ATI Stream, Brook, Computer science, High-level Languages, nVidia, nVidia GeForce FX 5900 Ultra, OpenGL, Stream Computing

November 3, 2010 by hgpu

High performance discrete Fourier transforms on graphics processors

Naga K. Govindaraju, Brandon Lloyd, Yuri Dotsenko, Burton Smith, John Manferdelli

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Tags: Computer science, CUDA, FFT, nVidia, nVidia GeForce 8800 GTS, nVidia GeForce 8800 GTX, nVidia GeForce GTX 280

November 3, 2010 by hgpu

Studying Thermal Management for Graphics-Processor Architectures

J. W. Sheaffer, K. Skadron, D. P. Luebke

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Tags: Computer science, nVidia, nVidia GeForce 6800 Ultra, OpenGL, Package

November 3, 2010 by hgpu

Real-time Visual Tracker by Stream Processing

Oscar Mateo Lozano, Kazuhiro Otsuka

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Tags: CMP, Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, Particle filtering, Video tracking

November 3, 2010 by hgpu

Maximum mipmaps for fast, accurate, and scalable dynamic height field rendering

Art Tevs, Ivo Ihrke, Hans P. Seidel

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce 8800 Ultra, Raytracing, Rendering

November 3, 2010 by hgpu

Neural Network Implementation Using CUDA and OpenMP

Honghoon Jang, Anjin Park, Keechul Jung

Tags: Computer science, CUDA, Neural networks, nVidia, OpenMP

November 3, 2010 by hgpu

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

Profile Util library: A quick and easy way to get MPI, OpenMP and GPU runtime information

MaC: Mamba CPU performance predictor

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

Mixed-precision finite element kernels

Mixed-precision finite element kernels and assembly: Rounding error analysis and hardware acceleration

SHMT: The Simultaneous and Heterogenous Multithreading project

General-Purpose Computing on Tensor Processors

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

EnergyUCB-Bandit

Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach

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high performance computing on graphics processing units: hgpu.org

Applications

Relational joins on graphics processors

Approximate Dynamic Programming and Neural Networks on Game Hardware

Artificial neural network computation on graphic process unit

Implementing sparse matrix-vector multiplication on throughput-oriented processors

CuPP – A framework for easy CUDA integration

Interactive 3D distance field computation using linear factorization

Brook for GPUs: Stream Computing on Graphics Hardware

High performance discrete Fourier transforms on graphics processors

Studying Thermal Management for Graphics-Processor Architectures

Real-time Visual Tracker by Stream Processing

Maximum mipmaps for fast, accurate, and scalable dynamic height field rendering

Neural Network Implementation Using CUDA and OpenMP

Recent source codes

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

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

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

EnergyUCB-Bandit

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