high performance computing on graphics processing units: hgpu.org

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GPU Implementation of Gaussian Processes

Ying Deng, Edward Khon, Yuanruo Liang, Terence Lim, Jun Wei Ng, Lixiaonan Yin

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Tags: Computer science, CUDA, Machine learning, nVidia, nVidia GeForce GTX 570

June 11, 2014 by hgpu

Enabling High Performance Computing in Cloud Infrastructure using rCUDA

Yousuf Sait I, Vijayalakshmi R

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Tags: Cloud, Computer science, CUDA, nVidia, Tesla C2075, Tesla K20, Virtualization

June 11, 2014 by hgpu

Improvement Study of EEMD Decomposition Efficiency Based on CUDA Architecture

Zhu Xiao-jun, Lv Shi-qin, Yu Xue-li

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Tags: CUDA, nVidia, Signal processing

June 9, 2014 by hgpu

Efficient all-against-all protein similarity matrix computation using OpenCL

U. Köhler, A. Smirnov

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Tags: AMD Radeon HD 580, Bioinformatics, nVidia, OpenCL, Sequence alignment, Smith-Waterman algorithm

June 9, 2014 by hgpu

GPU-Accelerated Dynamic Functional Connectivity Analysis for Functional MRI Data Using OpenCL

D. Akgün, Ü. Sakoğlu, M. Mete, J. Esquivel, B. Adinoff

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Tags: Biology, Magnetic resonance imaging, Medicine, MRI, Neuroscience, nVidia, nVidia GeForce GTX 660, OpenCL

June 9, 2014 by hgpu

Multi-level parallelization for hybrid ACO

O. Abdelkafi, J. Lepagnot, L. Idoumghar

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Tags: CUDA, Metaheuristics, nVidia, nVidia GeForce GTX 680

June 9, 2014 by hgpu

The Performance Analysis Based on Heterogeneous Parallel Processors for Anisotropic Diffusion Filters

H.K. Kim, H.J. Lee

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Tags: CUDA, Filtering, Image processing, nVidia, nVidia GeForce GTX 550 Ti

June 8, 2014 by hgpu

A numerical tour of wave propagation

P. Yang

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Tags: Acoustics, CUDA, Finite-difference method, nVidia, Partial differential equations, PDEs, Tutorial

June 8, 2014 by hgpu

Efficient 3D Isotropic Volume Reconstruction Based On 2D Localized Ultrasound Images

J.-B. Keck, M. Chabanas

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Tags: CUDA, Image processing, Medicine, nVidia, nVidia GeForce GTX 590, nVidia GeForce GTX 670, Ultrasound

June 8, 2014 by hgpu

Review and Comparative Study of Ray Traversal Algorithms on a Modern GPU Architecture

A.L. dos Santos, U.F.P.E. Center, A.J. Anibal, C. Universitária, V. Teichrieb, J. Lindoso

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Tags: CUDA, KD-tree, nVidia, nVidia GeForce GTX 780 Ti, Raytraycing

June 8, 2014 by hgpu

Parallelization of Synthetic Aperture Radar (SAR) Imaging Algorithms on GPU

B. Pandya, N. Gajjar

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Tags: CUDA, FFT, nVidia, nVidia GeForce GTX 770, Sensing, Signal processing

June 7, 2014 by hgpu

Performance Evaluation of Discrete Wavelet Transform Based on Image Compression Technique on Both CPU and GPU

H.M. Magboub, M.A. Osman

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Tags: Compression, CUDA, Discrete Wavelet Transform, Image processing, nVidia, nVidia GeForce 8800 GTS

June 7, 2014 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

GPU Implementation of Gaussian Processes

Improvement Study of EEMD Decomposition Efficiency Based on CUDA Architecture

Efficient all-against-all protein similarity matrix computation using OpenCL

GPU-Accelerated Dynamic Functional Connectivity Analysis for Functional MRI Data Using OpenCL

Multi-level parallelization for hybrid ACO

The Performance Analysis Based on Heterogeneous Parallel Processors for Anisotropic Diffusion Filters

A numerical tour of wave propagation

Efficient 3D Isotropic Volume Reconstruction Based On 2D Localized Ultrasound Images

Review and Comparative Study of Ray Traversal Algorithms on a Modern GPU Architecture

Parallelization of Synthetic Aperture Radar (SAR) Imaging Algorithms on GPU

Performance Evaluation of Discrete Wavelet Transform Based on Image Compression Technique on Both CPU and GPU

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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