high performance computing on graphics processing units: hgpu.org

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Constructing Natural Neighbor Interpolation Based Grid DEM Using CUDA

Simin You, Jianting Zhang

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Tags: Algorithms, Computer science, CUDA, Databases, nVidia, nVidia GeForce GTX 480, Software Engineering

May 10, 2012 by hgpu

Design of a Hybrid Memory System for General-Purpose Graphics Processing Units

Patrick Carpenter

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Tags: Computer science, CUDA, Memory model, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 470, nVidia GeForce GTX 480, Tesla C2070, Tesla M2050, Thesis

May 6, 2012 by hgpu

Examining the Analytic Structure of Green’s Functions: Massive Parallel Complex Integration using GPUs

Andreas Windisch, Reinhard Alkofer, Gundolf Haase, Manfred Liebmann

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Tags: Algorithms, Computational Physics, CUDA, Fortran, High Energy Physics - Phenomenology, High Energy Physics - Theory, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 550 Ti, Physics, Tesla C2070

May 4, 2012 by hgpu

Optimized GPU simulation of continuous-spin glass models

Taras Yavors'kii, Martin Weigel

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Tags: Computational Physics, CUDA, Disordered Systems and Neural Networks, Heisenberg model, nVidia, nVidia GeForce GTX 480, Physics, Statistical Mechanics

May 1, 2012 by hgpu

Random number generators for massively parallel simulations on GPU

Markus Manssen, Martin Weigel, Alexander K. Hartmann

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Tags: Algorithms, Computational Physics, CUDA, High Energy Physics - Lattice, Molecular dynamics, Monte Carlo simulation, nVidia, nVidia GeForce GTX 480, Physics, Pseudo-random number generators, Review, Statistical Mechanics

May 1, 2012 by hgpu

Solving Stochastic Differential Equations Using General Purpose Graphics Processing Unit

Lev Alexandrovich Neiman

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Tags: Algorithms, Computer science, CUDA, Differential equations, nVidia, nVidia GeForce GTX 480, Package, Tesla C1060, Tesla C2075

April 28, 2012 by hgpu

The AGILE library for image reconstruction in biomedical sciences using graphics card hardware acceleration

Manuel Freiberger, Florian Knoll, Kristian Bredies, Hermann Scharfetter, Rudolf Stollberger

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Tags: Algorithms, CUDA, Image processing, Image reconstruction, Magnetic resonance imaging, Medicine, MRI, nVidia, nVidia GeForce GTS 450, nVidia GeForce GTX 480, Package, Tomography

April 28, 2012 by hgpu

Lynx: A Dynamic Instrumentation System for Data-Parallel Applications on GPGPU Architectures

Naila Farooqui, Andrew Kerr, Greg Eisenhauer, Karsten Schwan, Sudhakar Yalamanchili

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Tags: Code generation, Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, Optimization, Package, Tesla C2050

April 25, 2012 by hgpu

Parboil: A Revised Benchmark Suite for Scientific and Commercial Throughput Computing

John A. Stratton, Christopher Rodrigues, I-Jui Sung, Nady Obeid, Li-Wen Chang, Nasser Anssari, Geng Daniel Liu, Wen-mei W. Hwu

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Tags: Algorithms, Benchmarking, Computer science, CUDA, Molecular simulation, MPI, nVidia, nVidia GeForce GTX 480, Optimization, Package

April 25, 2012 by hgpu

Real-time video breakup detection for multiple HD video streams on a single GPU

Jakub Rosner, Hannes Fassold, Martin Winter, Peter Schallauer

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Tags: CUDA, Fermi architecture, GPU, nVidia, nVidia GeForce GTX 480, Real-time video breakup, video distortions, video quality

April 24, 2012 by HannesF99

Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes

Berkin Akin, Peter A. Milder, Franz Franchetti, James C. Hoe

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Tags: Algorithms, Computer science, CUDA, Electronic design automation, FFT, FPGA, nVidia, nVidia GeForce GTX 480

April 23, 2012 by hgpu

Maximize Performance on GPUs Using the Rake-based Optimization: A Case Study

Jianbin Fang, Ana Lucia Varbanescu, Henk Sips

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Tags: Clustering, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, OpenCL

April 18, 2012 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

Constructing Natural Neighbor Interpolation Based Grid DEM Using CUDA

Design of a Hybrid Memory System for General-Purpose Graphics Processing Units

Examining the Analytic Structure of Green’s Functions: Massive Parallel Complex Integration using GPUs

Optimized GPU simulation of continuous-spin glass models

Random number generators for massively parallel simulations on GPU

Solving Stochastic Differential Equations Using General Purpose Graphics Processing Unit

The AGILE library for image reconstruction in biomedical sciences using graphics card hardware acceleration

Lynx: A Dynamic Instrumentation System for Data-Parallel Applications on GPGPU Architectures

Parboil: A Revised Benchmark Suite for Scientific and Commercial Throughput Computing

Real-time video breakup detection for multiple HD video streams on a single GPU

Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes

Maximize Performance on GPUs Using the Rake-based Optimization: A Case Study

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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