high performance computing on graphics processing units: hgpu.org

Applications

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Multi-Platform LU-Decomposition Solution in OpenCL

Ehsan Nasiri, Rafat Rashid, Saurabh Verma

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Tags: Algorithms, ATI, ATI Radeon HD 6970, Computer science, FPGA, Linear Algebra, OpenCL

January 10, 2013 by hgpu

A Fast and Accurate GHT Implementation on CUDA

Nikhil Jotwani, Sudhakar Sah

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 480

January 10, 2013 by hgpu

An implementation for quad-tree based solid object coloring using CUDA

Baha Sen, Caner Ozcan, Nesrin Aydin Atasoy

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 560 Ti, nVidia Quadro FX 2000

January 9, 2013 by hgpu

A Multi-GPU Programming Library for Real-Time Applications

Sebastian Schaetz, Martin Uecker

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Tags: Algorithms, CUDA, GPU cluster, Image reconstruction, Magnetic resonance imaging, MPI, MRI, nVidia, nVidia GeForce GTX 580, Performance, Signal processing

January 8, 2013 by hgpu

Heat Load Modelling for District Heating Plants Using an OpenCL-based Algorithm

Erik Kral, Petr Capek, Lubomir Vasek

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Tags: Algorithms, Mathematics, nVidia, nVidia GeForce GT 310 M, OpenCL

January 8, 2013 by hgpu

Low cost approach to real-time vehicle to vehicle communication using parallel CPU and GPU processing

Goh Chia Chieh, Dino Isa

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 M GTX, Vehicular traffic

January 8, 2013 by hgpu

Optimizations in Bioinformatics using GPU Processing on Binary Data

Manuel Belmadani

Tags: Algorithms, Bioinformatics, Biology, CUDA, nVidia, nVidia GeForce GTX 285

January 8, 2013 by hgpu

Portable Mapping of Data Parallel Programs to OpenCL for Heterogeneous Systems

Dominik Grewe, Zheng Wang, Michael F.P. O'Boyle

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Tags: ATI, ATI Radeon HD 7970, Compilers, Computer science, Heterogeneous systems, Machine learning, nVidia, nVidia GeForce GTX 580, OpenCL, Programming Languages

January 8, 2013 by hgpu

High Performance Multi-dimensional (2D/3D) FFT-Shift Implementation on Graphics Processing Units (GPUs)

Marwan Abdellah, Salah Saleh, Ayman Eldeib, Amr Shaarawi

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Tags: CUDA, FFT, nVidia, nVidia GeForce GTX 570, Rendering, Signal processing

January 8, 2013 by hgpu

Implementation of FDTD-Compatible Green’s Function on Heterogeneous CPU-GPU Parallel Processing System

Tomasz P. Stefanski

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Tags: CUDA, Electrodynamics, FDTD, Finite-difference time-domain, Heterogeneous systems, nVidia, nVidia GeForce GTX 680

January 8, 2013 by hgpu

Efficient Weighted Histogramming on GPUs with CUDA

Mo Xu, Ningyi Xu, Chunshui Zhao, Feng-Hsiung Hsu

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Tags: Computer science, CUDA, Data mining, Machine learning, nVidia, nVidia GeForce GTX 580

January 8, 2013 by hgpu

Distributed Massive Model Rendering

Revanth N R, P. J. Narayanan

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Tags: 3D Graphics and Realism, Computer science, CUDA, nVidia, nVidia GeForce 8600 GTS, nVidia GeForce GTX 280, nVidia GeForce GTX 480, nVidia GeForce GTX 580, nVidia Quadro FX 3700 M, Rendering, Tesla C2050, Tesla C2070, Tesla S1070

January 8, 2013 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

Applications

Multi-Platform LU-Decomposition Solution in OpenCL

A Fast and Accurate GHT Implementation on CUDA

An implementation for quad-tree based solid object coloring using CUDA

A Multi-GPU Programming Library for Real-Time Applications

Heat Load Modelling for District Heating Plants Using an OpenCL-based Algorithm

Low cost approach to real-time vehicle to vehicle communication using parallel CPU and GPU processing

Optimizations in Bioinformatics using GPU Processing on Binary Data

Portable Mapping of Data Parallel Programs to OpenCL for Heterogeneous Systems

High Performance Multi-dimensional (2D/3D) FFT-Shift Implementation on Graphics Processing Units (GPUs)

Implementation of FDTD-Compatible Green’s Function on Heterogeneous CPU-GPU Parallel Processing System

Efficient Weighted Histogramming on GPUs with CUDA

Distributed Massive Model Rendering

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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