high performance computing on graphics processing units: hgpu.org

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On the numerical sensitivity of computer simulations on hybrid and parallel computing systems

Wenbin Li, Sven Simon, Steffen Kiess

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Tags: Algorithms, Computer science, CUDA, Floating point error, Hybrid computing, nVidia, nVidia GeForce GTX 480

November 28, 2011 by hgpu

Accelerating the Hough Transform with CUDA on Graphics Processing Units

Su Chen, Hai Jiang

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Tags: Algorithms, CUDA, Image processing, nVidia, Tesla C2050

November 28, 2011 by hgpu

Compute-unified device architecture implementation of a block-matching algorithm for multiple graphical processing unit cards

Francesc Massanes, Marie Cadennes, Jovan G. Brankov

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Tags: Algorithms, Computational Complexity, CUDA, H.264/AVC, Image processing, nVidia, Optical flow, Tesla C1060, Tesla C2070

November 28, 2011 by hgpu

Anytime Algorithms for GPU Architectures

Rahul Mangharam, Aminreza Abrahimi Saba

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Tags: Algorithms, Computer science, CUDA, nVidia, Vehicular traffic

November 28, 2011 by hgpu

Computation of the Spatial Impulse Response for Ultrasonic Fields on the Graphics Processing Units (GPU)

Luna Florian

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 295, Ultrasound

November 28, 2011 by hgpu

Efficient Parallel Nonnegative Least Squares on Multicore Architectures

Yuancheng Luo, Ramani Duraiswami

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Tags: Algorithms, Computer science, CUDA, Factorization, Nonnegative matrix factorization, nVidia, Package, Tesla C2050

November 28, 2011 by hgpu

Parallel Pseudo-Random Number Generation

Nimalan Nandapalan, Richard Brent

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Tags: Algorithms, Computer science, CUDA, nVidia, OpenCL, Pseudo-random number generators, Review

November 28, 2011 by hgpu

A GPU-based Simulation for Stochastic Computing

Peng Li, Weijun Xiao, David J. Lilja

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Tags: Algorithms, Computer science, CUDA, Electronic design automation, nVidia, Probability, Stochastic simulation, Tesla C2050

November 27, 2011 by hgpu

Numerical Precision and Benchmarking Very-High-Order Integration of Particle Dynamics on GPU Accelerators

K.A. Hawick, D.P. Playne, M.G.B. Johnson

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Tags: Algorithms, Benchmarking, Computer science, CUDA, N-body simulation, nVidia, nVidia GeForce GTX 260, nVidia GeForce GTX 295, nVidia GeForce GTX 480, nVidia GeForce GTX 580, Tesla C2070

November 27, 2011 by hgpu

A low-cost 3D human interface device using GPU-based optical flow algorithms

Rafael del Riego, Jose Otero, Jose Ranilla

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Tags: Algorithms, CAD, Computer science, nVidia, nVidia GeForce 9500 GT, nVidia GeForce 9500 M, Optical flow

November 27, 2011 by hgpu

Symbolic Differentiation in GPU Shaders

Brian Guenter, John Rapp, Mark Finch

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Tags: Algorithms, ATI, ATI Radeon HD 5870, Computer science, DirectX, HLSL, Symbolic Computation

November 26, 2011 by hgpu

A framework for network traffic analysis using GPUs

Marc Sune Clos

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Tags: Algorithms, Computer science, CUDA, Networks, nVidia, Security, Thesis

November 26, 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

Programming

On the numerical sensitivity of computer simulations on hybrid and parallel computing systems

Accelerating the Hough Transform with CUDA on Graphics Processing Units

Compute-unified device architecture implementation of a block-matching algorithm for multiple graphical processing unit cards

Anytime Algorithms for GPU Architectures

Computation of the Spatial Impulse Response for Ultrasonic Fields on the Graphics Processing Units (GPU)

Efficient Parallel Nonnegative Least Squares on Multicore Architectures

Parallel Pseudo-Random Number Generation

A GPU-based Simulation for Stochastic Computing

Numerical Precision and Benchmarking Very-High-Order Integration of Particle Dynamics on GPU Accelerators

A low-cost 3D human interface device using GPU-based optical flow algorithms

Symbolic Differentiation in GPU Shaders

A framework for network traffic analysis using 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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