high performance computing on graphics processing units: hgpu.org

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A Hardware-Accelerated Parallel Implementation of a Two-Dimensional Scheme for Free Surface Flows

Jacek A. Jankowski

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Tags: Algorithms, CUDA, Finite difference, Fluid dynamics, MPI, nVidia, nVidia GeForce GTX 480

September 24, 2012 by hgpu

ACO on Multiple GPUs with CUDA for Faster Solution of QAPs

Shigeyoshi Tsutsui

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 480

September 24, 2012 by hgpu

GPU-based Offset Surface Computation using Point Samples

Charlie C. L. Wang, Dinesh Manocha

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Tags: Algorithms, CAD, Computer science, CUDA, nVidia, nVidia GeForce GTX 580

September 24, 2012 by hgpu

Exploring Multi-level Parallelism for Large-Scale Spiking Neural Networks

Vivek K. Pallipuram, Melissa C. Smith, Nimisha Raut, Xiaoyu Ren

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Tags: Computer science, CUDA, GPU cluster, Heterogeneous systems, MPI, Neural networks, nVidia, Tesla M2070

September 23, 2012 by hgpu

Adaptive Treelet Meshes for Efficient Streak-Surface Visualization on the GPU

Raphael Fuchs, Benjamin Schindler, Robert Carnecky, Jurgen Waser, Yun Jang, Ronald Peikert

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 470, Rendering, Visualization

September 23, 2012 by hgpu

A Quantitative Study of Irregular Programs on GPUs

Martin Burtscher, Rupesh Nasre, Keshav Pingali

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Tags: Benchmarking, Computer science, CUDA, nVidia, nVidia Quadro FX 6000, Performance

September 23, 2012 by hgpu

Computing of high breakdown regression estimators without sorting on graphics processing units

G. Beliakov, M. Johnstone, S. Nahavandi

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Tags: Computer science, CUDA, nVidia, Tesla C2050

September 22, 2012 by hgpu

SpMV: A Memory-Bound Application on the GPU Stuck Between a Rock and a Hard Place

John D. Davis, Eric S. Chung

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 580, nVidia GeForce GTX 680, Sparse matrix

September 22, 2012 by hgpu

Large-Scale Motion Modelling using a Graphical Processing Unit

Yusuf Dinath

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Thesis

September 21, 2012 by hgpu

Some examples of instant computations of fluid dynamics on GPU

Florian De Vuyst, Christophe Labourdette

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Tags: CUDA, Fluid dynamics, Lattice Boltzmann model, Navier-Stokes equations, NSEs, nVidia, Tesla C2070, Visualization

September 21, 2012 by hgpu

Parallelization of Hierarchical Text Clustering on Multi-core CUDA Architecture

Atul Bagga, Durga Toshniwal

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Tags: Clustering, Computer science, CUDA, Databases, Hierarchical clustering, nVidia, nVidia GeForce 8800 GTX

September 21, 2012 by hgpu

Fast and Efficient Automatic Memory Management for GPUs using Compiler-Assisted Runtime Coherence Scheme

Sreepathi Pai, R. Govindarajan, Matthew J. Thazhuthaveetil

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Tags: Computer science, CUDA, Memory model, nVidia, Performance, Tesla C1060

September 21, 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

Programming

A Hardware-Accelerated Parallel Implementation of a Two-Dimensional Scheme for Free Surface Flows

ACO on Multiple GPUs with CUDA for Faster Solution of QAPs

GPU-based Offset Surface Computation using Point Samples

Exploring Multi-level Parallelism for Large-Scale Spiking Neural Networks

Adaptive Treelet Meshes for Efficient Streak-Surface Visualization on the GPU

A Quantitative Study of Irregular Programs on GPUs

Computing of high breakdown regression estimators without sorting on graphics processing units

SpMV: A Memory-Bound Application on the GPU Stuck Between a Rock and a Hard Place

Large-Scale Motion Modelling using a Graphical Processing Unit

Some examples of instant computations of fluid dynamics on GPU

Parallelization of Hierarchical Text Clustering on Multi-core CUDA Architecture

Fast and Efficient Automatic Memory Management for GPUs using Compiler-Assisted Runtime Coherence Scheme

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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