high performance computing on graphics processing units: hgpu.org

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Parallelization of Binary and Real-Coded Genetic Algorithms on CUDA

Ramnik Arora, Rupesh Tulshyan, Kalyanmoy Deb

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Tags: Computer science, CUDA, Genetic programming, nVidia, Tesla C1060

May 27, 2011 by hgpu

Parallelization of binary and real-coded genetic algorithms on GPU using CUDA

Ramnik Arora, Rupesh Tulshyan, Kalyanmoy Deb

Tags: Computer science, CUDA, Genetic programming, nVidia, Tesla C1060

May 27, 2011 by hgpu

A Lightweight, GPU-Based Software RAID System

Matthew L. Curry, H. Lee Ward, Anthony Skjellum, Ron Brightwell

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Tags: Computer science, CUDA, Error recovery, Fault simulation, nVidia, Tesla C1060

May 26, 2011 by hgpu

Performance Analysis of a Hybrid MPI/CUDA Implementation of the NAS-LU Benchmark

S.J. Pennycook, S.D. Hammond, S.A. Jarvis, G.R. Mudalige

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Tags: Benchmarking, Computer science, CUDA, MPI, nVidia, Performance, Tesla C1060, Tesla C2050

May 25, 2011 by hgpu

GPU-accelerated synthetic aperture radar backprojection in CUDA

Ahmed Fasih, Timothy Hartley

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Tags: CUDA, Electrodynamics, Image processing, nVidia, nVidia Quadro FX 5600, Tesla C1060

May 13, 2011 by hgpu

Astrophysical particle simulations with large custom GPU clusters on three continents

R. Spurzem, P. Berczik, I. Berentzen, K. Nitadori, T. Hamada, G. Marcus, A. Kugel, R. Männer, J. Fiestas, R. Banerjee, R. Klessen

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Tags: Astrophysics, CUDA, GPU cluster, MPI, N-body simulation, nVidia, Tesla C1060, Tesla C2050

May 10, 2011 by hgpu

Accelerating DNA analysis applications on GPU clusters

A. Tumeo, O. Villa

Tags: Bioinformatics, Biology, GPU cluster, MPI, nVidia, Tesla C1060

April 28, 2011 by hgpu

GPU implementation of the pixel purity index algorithm for hyperspectral image analysis

Sergio Sanchez, Antonio Plaza

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Tags: Algorithms, CUDA, Image processing, nVidia, Tesla C1060

April 28, 2011 by hgpu

GRS – GPU radix sort for multifield records

Shibdas Bandyopadhyay, Sartaj Sahni

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Tags: Algorithms, Computer science, CUDA, nVidia, Sorting, Tesla C1060

April 27, 2011 by hgpu

Calculation of weight vectors for wideband beamforming using Graphics Processing Units

Jason D. Bonior, Zhen Hu, Robert C. Qiu, Mike Renfro, Nan Guo

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Tags: Computational Engineering, CUDA, Electrodynamics, nVidia, nVidia GeForce 8800 GTX, Tesla C1060

April 25, 2011 by hgpu

A GPU-based calculation using the three-dimensional FDTD method for electromagnetic field analysis

T. Nagaoka, S. Watanabe

Tags: CUDA, Electrodynamics, FDTD, Finite-difference time-domain, Medicine, nVidia, Tesla C1060

April 20, 2011 by hgpu

Accelerating Linpack Performance with Mixed Precision Algorithm on CPU+GPGPU Heterogeneous Cluster

Wang Lei, Zhang Yunquan, Zhang Xianyi, Liu Fangfang

Tags: Computer science, CUDA, GPU cluster, Heterogeneous systems, Linear Algebra, Mixed precision, nVidia, nVidia GeForce GTX 295, Tesla C1060

April 20, 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

Parallelization of Binary and Real-Coded Genetic Algorithms on CUDA

Parallelization of binary and real-coded genetic algorithms on GPU using CUDA

A Lightweight, GPU-Based Software RAID System

Performance Analysis of a Hybrid MPI/CUDA Implementation of the NAS-LU Benchmark

GPU-accelerated synthetic aperture radar backprojection in CUDA

Astrophysical particle simulations with large custom GPU clusters on three continents

Accelerating DNA analysis applications on GPU clusters

GPU implementation of the pixel purity index algorithm for hyperspectral image analysis

GRS – GPU radix sort for multifield records

Calculation of weight vectors for wideband beamforming using Graphics Processing Units

A GPU-based calculation using the three-dimensional FDTD method for electromagnetic field analysis

Accelerating Linpack Performance with Mixed Precision Algorithm on CPU+GPGPU Heterogeneous Cluster

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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