high performance computing on graphics processing units: hgpu.org

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A novel parallel Tier-1 coder for JPEG2000 using GPUs

Roto Le, Iris R. Bahar, Joseph L. Mundy

Tags: Compression, Computer science, Image processing, JPEG2000, nVidia GeForce GTX 480, Wavelet

July 22, 2011 by hgpu

GPGPU-Accelerated Parallel and Fast Simulation of Thousand-Core Platforms

Christian Pinto, Shivani Raghav, Andrea Marongiu, Martino Ruggiero, David Atienza, Luca Benini

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Tags: Computer science, CUDA, Design space exploration, nVidia, nVidia GeForce GTX 480

July 22, 2011 by hgpu

A characterization of the Rodinia benchmark suite with comparison to contemporary CMP workloads

Shuai Che, Jeremy W. Sheaffer, Michael Boyer, Lukasz G. Szafaryn, Liang Wang, Kevin Skadron

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Tags: Benchmarking, CMP, Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 480

July 22, 2011 by hgpu

Accelerating Radio Astronomy Cross-Correlation with Graphics Processing Units

M. A. Clark, P. C. La Plante, L. J. Greenhill

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Tags: Astrophysics, CUDA, Instrumentation and Methods for Astrophysics, nVidia, nVidia GeForce GTX 480, Tesla C1060

July 22, 2011 by hgpu

A self-organization based optical flow estimator with GPU implementation (thesis)

Manish Shiralkar

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5600, nVidia Quadro NVS 140 M, Optical flow, Self-organizing map, Tesla T10, Thesis

July 22, 2011 by hgpu

A self-organization based optical flow estimator with GPU implementation

Manish Shiralkar, Robert Schalkoff

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480, nVidia Quadro FX 5600, nVidia Quadro NVS 140 M, Optical flow, Self-organizing map, Tesla T10, Thesis

July 22, 2011 by hgpu

Massively parallelized replica-exchange simulations of polymers on GPUs

Jonathan Gross, Wolfhard Janke, Michael Bachmann

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Tags: Biomolecules, Computational Physics, Condensed matter, CUDA, Monte Carlo simulation, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, Physics, Polymer Systems, Tesla C1060

July 19, 2011 by hgpu

Parallelizing of digital signal processing with using GPU

Wojciech Bozejko, Andrzej Dobrucki, Maciej Walczynski

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Tags: Algorithms, CUDA, nVidia, nVidia GeForce 9600 M GS, nVidia GeForce GTX 295, nVidia GeForce GTX 480, Signal processing, Tesla C870

July 11, 2011 by hgpu

Tuning A Hybrid GPU-CPU V-cycle Multilevel Preconditioner for Solving Large Real and Complex Systems of FEM Equations

A. Dziekonski, A. Lamecki, M. Mrozowski

Tags: Conjugate gradient solver, Electrodynamics, FEM, Finite element method, nVidia, nVidia GeForce GTX 480, Sparse matrix

July 6, 2011 by hgpu

Graphics processing unit accelerated non-uniform fast Fourier transform for ultrahigh-speed, real-time Fourier-domain OCT

Kang Zhang, Jin U. Kang

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Tags: CUDA, FFT, Image processing, Medicine, nVidia, nVidia GeForce GTX 480, Optics, Tomography

July 1, 2011 by hgpu

EASEA: specification and execution of evolutionary algorithms on GPGPU

Ogier Maitre, Frederic Kruger, Stephane Querry, Nicolas Lachiche, Pierre Collet

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Source codes

Tags: Computer science, CUDA, Evolutionary Computations, Genetic programming, nVidia, nVidia GeForce GTX 480, Package

July 1, 2011 by hgpu

A comparative benchmarking of the FFT on Fermi and Evergreen GPUs

M.F. Ahmed, O. Haridy

Tags: ATI, ATI Radeon HD 5870, Benchmarking, Computer science, FFT, Hardware Architecture, nVidia, nVidia GeForce GTX 480, Performance

June 30, 2011 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

See all packages

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high performance computing on graphics processing units: hgpu.org

A novel parallel Tier-1 coder for JPEG2000 using GPUs

GPGPU-Accelerated Parallel and Fast Simulation of Thousand-Core Platforms

A characterization of the Rodinia benchmark suite with comparison to contemporary CMP workloads

Accelerating Radio Astronomy Cross-Correlation with Graphics Processing Units

A self-organization based optical flow estimator with GPU implementation (thesis)

A self-organization based optical flow estimator with GPU implementation

Massively parallelized replica-exchange simulations of polymers on GPUs

Parallelizing of digital signal processing with using GPU

Tuning A Hybrid GPU-CPU V-cycle Multilevel Preconditioner for Solving Large Real and Complex Systems of FEM Equations

Graphics processing unit accelerated non-uniform fast Fourier transform for ultrahigh-speed, real-time Fourier-domain OCT

EASEA: specification and execution of evolutionary algorithms on GPGPU

A comparative benchmarking of the FFT on Fermi and Evergreen GPUs

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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