high performance computing on graphics processing units: hgpu.org

Programming

hgpu.org » Programming

Hierarchical N-body simulations with auto-tuning for heterogeneous systems

Rio Yokota, Lorena A. Barba

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Tags: Algorithms, CUDA, Heterogeneous systems, Mathematical Software, N-body simulation, Numerical Analysis, nVidia, nVidia GeForce GTX 590, Physics, Tesla C2050

March 22, 2012 by hgpu

GPU-based parallel collision detection for fast motion planning

Jia Pan, Dinesh Manocha

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Tags: Clustering, Collision detection, Computer science, CUDA, nVidia, nVidia GeForce GTX 480

March 22, 2012 by hgpu

Multi-target vectorization with MTPS C++ generic library

Wilfried Kirschenmann, Laurent Plagne, Stephane Vialle

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Tags: Computer science, CUDA, Data Structures and Algorithms, nVidia, nVidia Quadro FX 5800

March 22, 2012 by hgpu

High Speed Compressed Sensing Reconstruction in Dynamic Parallel MRI Using Augmented Lagrangian and Parallel Processing

Cagdas Bilen, Yao Wang, Ivan Selesnick

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Tags: Algorithms, Compression, Computer science, Data Structures and Algorithms, Magnetic resonance imaging, MRI, nVidia, nVidia Quadro FX 4800, Sensing

March 22, 2012 by hgpu

Accelerating Sparse Matrix Vector Multiplication on Many-Core GPUs

Weizhi Xu, Zhiyong Liu, Dongrui Fan, Shuai Jiao, Xiaochun Ye, Fenglong Song, Chenggang Yan

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 9800 GX2, nVidia GeForce GTX 295, Performance, Sparse matrix

March 21, 2012 by hgpu

Parallel Two-Stage Least Squares algorithms for Simultaneous Equations Models on GPU

Carla Ramiro Sanchez, Jose J. Lopez-Espin, Domingo Gimenez, Antonio M. Vidal

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Tags: Algorithms, Computer science, CUDA, Heterogeneous systems, nVidia, Tesla C2070

March 21, 2012 by hgpu

Fast Antenna Characterization Using the Sources Reconstruction Method on Graphics Processors

J. A. Lopez-Fernandez, M. Lopez-Portugues, Y. Alvarez, C. Garcia, D. Martinez-Alvarez, F. Las-Heras

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Tags: Algorithms, CUDA, Electrodynamics, nVidia, nVidia GeForce GTX 460

March 21, 2012 by hgpu

CPU-GPU Hybrid Parallel Binomial American Option Pricing

Nan Zhang, Eng Gee Lim, Ka Lok Man, Chi-Un Lei

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Tags: Algorithms, CUDA, Finance, Heterogeneous systems, Hybrid computing, nVidia, nVidia Quadro NVS 160 M

March 21, 2012 by hgpu

Shallow water simulations on multiple GPUs

Martin Lilleeng Saetra, Andre Rigland Brodtkorb

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Tags: CUDA, Fluid dynamics, nVidia, nVidia GeForce GTX 480, Tesla C2050, Tesla S1070

March 21, 2012 by hgpu

Generating optimal CUDA sparse matrix-vector product implementations for evolving GPU hardware

Ahmed H. El Zein, Alistair P. Rendell

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce GTX 295, Performance, Sparse matrix, Tesla S2050

March 19, 2012 by hgpu

Spatial Join with R-Tree on Graphics Processing Units

Tongjai Yampaka, Prabhas Chongstitvatana

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Tags: Computer science, CUDA, Databases, nVidia, nVidia GeForce GT 440

March 19, 2012 by hgpu

Analysis of the Performance of the Fish School Search Algorithm Running in Graphic Processing Units

Anthony J. C. C. Lins, Carmelo J. A. Bastos-Filho, Debora N. O. Nascimento, Marcos A. C. Oliveira Junior, Fernando B. de Lima-Neto

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, Search

March 19, 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

Hierarchical N-body simulations with auto-tuning for heterogeneous systems

GPU-based parallel collision detection for fast motion planning

Multi-target vectorization with MTPS C++ generic library

High Speed Compressed Sensing Reconstruction in Dynamic Parallel MRI Using Augmented Lagrangian and Parallel Processing

Accelerating Sparse Matrix Vector Multiplication on Many-Core GPUs

Parallel Two-Stage Least Squares algorithms for Simultaneous Equations Models on GPU

Fast Antenna Characterization Using the Sources Reconstruction Method on Graphics Processors

CPU-GPU Hybrid Parallel Binomial American Option Pricing

Shallow water simulations on multiple GPUs

Generating optimal CUDA sparse matrix-vector product implementations for evolving GPU hardware

Spatial Join with R-Tree on Graphics Processing Units

Analysis of the Performance of the Fish School Search Algorithm Running in Graphic Processing Units

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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