high performance computing on graphics processing units: hgpu.org

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Feature-based speed limit sign detection using a graphics processing unit

Vladimir Glavtchev, Pinar Muyan-Ozcelik, Jeffrey M. Ota, John D. Owens

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Tags: Computer science, Computer vision, CUDA, Image recognition, nVidia, nVidia GeForce 9400 M GS, OpenGL, Rendering

July 17, 2011 by hgpu

Mars: Accelerating MapReduce with Graphics Processors

Wenbin Fang, Bingsheng He, Qiong Luo, N.K. Govindaraju

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Source codes

Tags: Computer science, CUDA, MapReduce, nVidia, nVidia GeForce GTX 280, Package, Presentation

July 17, 2011 by hgpu

Parallel implementation of endmember extraction algorithms using NVidia graphical processing units

Antonio Plaza, Javier Plaza, Sergio Sanchez

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Tags: CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX, Sensing, Spectral methods

July 17, 2011 by hgpu

Quality comparison and acceleration for digital hologram generation method based on segmentation

Hoonjong Kang, Fahri Yaras, Levent Onural

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Tags: Computer holography, Computer science, CUDA, Image reconstruction, nVidia, nVidia GeForce GTX 280

July 17, 2011 by hgpu

Uniform partitioning of Monte Carlo radiosity on GPUs

J. R. Sanjurjo, M. Amor, E. J. Padron, R. Doallo, M. Boo

Tags: Algorithms, CUDA, Image processing, nVidia

July 16, 2011 by hgpu

Real-time, fast radio transient searches with GPU de-dispersion

Alessio Magro, Aris Karastergiou, Stefano Salvini, Benjamin Mort, Fred Dulwich, Kristian Zarb Adami

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Tags: Astrophysics, CUDA, FFT, Instrumentation and Methods for Astrophysics, nVidia, Tesla C1060

July 14, 2011 by hgpu

Fat vs. Thin Threading Approach on GPUs: Application to Stochastic Simulation of Chemical Reactions

Guido Klingbeil, Radek Erban, Mike Giles, Philip K. Maini

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Tags: Chemistry, CUDA, nVidia, nVidia GeForce GTX 260, Programming techniques, Stochastic simulation

July 14, 2011 by hgpu

Design of a programmable micro-ultrasound research platform

Harry C. T. Chiu, Lequan Zhang, Dave K. H. Cheung, Changhong Hu, K. Kirk Shung, Alfred C. H. Yu

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Tags: CUDA, Medicine, nVidia, nVidia GeForce GTX 275, Ultrasound

July 14, 2011 by hgpu

Computing spike-based convolutions on GPUs

Jayram Moorkanikara Nageswaran, Nikil Dutt, Yingxue Wang, Tobi Delbrueck

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Tags: Computer science, CUDA, Neural networks, nVidia, nVidia GeForce GTX 280, Sensing

July 14, 2011 by hgpu

A Sparse Matrix Personality for the Convey HC-1

Krishna K. Nagar, Jason D. Bakos

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Tags: Computer science, CUDA, FPGA, nVidia, Performance, Sparse matrix, Tesla S1070

July 14, 2011 by hgpu

Fast circuit simulation on graphics processing units

Kanupriya Gulati, John F. Croix, Sunil P. Khatri, Rahm Shastry

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Tags: Computer science, CUDA, Electronic design automation, nVidia, nVidia GeForce 8800 GTS

July 14, 2011 by hgpu

Efficient visual hull computation for real-time 3D reconstruction using CUDA

Alexander Ladikos, Selim Benhimane, Nassir Navab

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Tags: Computer science, CUDA, Image reconstruction, nVidia, nVidia GeForce 8800 GTS, nVidia GeForce 8800 GTX, Performance, Real-time graphics

July 14, 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

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high performance computing on graphics processing units: hgpu.org

Feature-based speed limit sign detection using a graphics processing unit

Mars: Accelerating MapReduce with Graphics Processors

Parallel implementation of endmember extraction algorithms using NVidia graphical processing units

Quality comparison and acceleration for digital hologram generation method based on segmentation

Uniform partitioning of Monte Carlo radiosity on GPUs

Real-time, fast radio transient searches with GPU de-dispersion

Fat vs. Thin Threading Approach on GPUs: Application to Stochastic Simulation of Chemical Reactions

Design of a programmable micro-ultrasound research platform

Computing spike-based convolutions on GPUs

A Sparse Matrix Personality for the Convey HC-1

Fast circuit simulation on graphics processing units

Efficient visual hull computation for real-time 3D reconstruction using CUDA

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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