high performance computing on graphics processing units: hgpu.org

Applications

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Computation on GPU of Eigenvalues and Eigenvectors of a Large Number of Small Hermitian Matrices

Alain Cosnuau

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Tags: Algorithms, Computer science, CUDA, Linear Algebra, Matrix decomposition, nVidia, Tesla M2070

June 27, 2014 by hgpu

Image Noise Removal on Heterogeneous CPU-GPU Configurations

Maria G. Sanchez, Vicente Vidal, Josep Arnal, Anna Vidal

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Tags: Algorithms, CUDA, Filtering, Heterogeneous systems, Image processing, nVidia, nVidia GeForce GT 120, OpenMP, Signal denoising

June 27, 2014 by hgpu

Speeding up a Video Summarization Approach Using GPUs and Multicore CPUs

Suellen S. de Almeida, Antonio Carlos de Nazare Junior, Arnaldo de Albuquerque Arauujo, Guillermo Camara-Chavez, David Menotti

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 650, Package

June 27, 2014 by hgpu

On the Characterization of OpenCL Dwarfs on Fixed and Reconfigurable Platforms

Konstantinos Krommydas, Wu-chun Feng, Muhsen Owaida, Christos D. Antonopoulos, Nikolaos Bellas

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Tags: APU, ATI, ATI Radeon HD 7970, Benchmarking, Computer science, FPGA, Heterogeneous systems, Intel Xeon Phi, OpenCL, Package, Performance

June 26, 2014 by hgpu

Effect And Analysis of Elastic Fidelity Computing On GPUs

Chetan Arvind Patil, Georgios Tziantzioulis, Nikos Hardavellas

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Tags: Computer science, CUDA, Energy-efficient computing, GPGPU-sim, nVidia, nVidia GeForce GTX 480, OpenCL

June 26, 2014 by hgpu

Fast LBP Face Detection on low-power SIMD architectures

Olexa Bilaniuk, Ehsan Fazl-Ersi, Robert Laganiere, Christina Xu, Daniel Laroche, Craig Moulder

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Tags: Algorithms, Computer science, Computer vision, FPGA, OpenCV

June 26, 2014 by hgpu

Multi-GPU Implementation of a Hybrid Thermal Lattice Boltzmann Solver using the TheLMA Framework

C. Obrecht, F. Kuznik, Bernard Tourancheau, J.-J. Roux

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Tags: CUDA, Fluid dynamics, Lattice Boltzmann model, nVidia, Tesla C1060

June 26, 2014 by hgpu

C and CUDA Implementation for SIRT and SART Reconstruction Algorithms

Shan He

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Tags: CUDA, Image processing, Image reconstruction, nVidia, nVidia GeForce GTX 660, Thesis

June 26, 2014 by hgpu

Customizing Driving Directions with GPUs

Daniel Delling, Moritz Kobitzsch, Renato F. Werneck

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX Titan, Path problems

June 25, 2014 by hgpu

Concurrent Analytical Query Processing with GPUs

Kaibo Wang, Kai Zhang, Yuan Yuan, Siyuan Ma, Rubao Lee, Xiaoning Ding, Xiaodong Zhang

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Tags: Computer science, CUDA, Databases, nVidia, nVidia GeForce GTX 580

June 25, 2014 by hgpu

GPU-Parallel simulation of rigid fibers in Stokes flow

Ronny Eriksson

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Tags: Computer science, CUDA, N-body simulation, nVidia, nVidia GeForce GTX 260, Thesis

June 25, 2014 by hgpu

GPU accelerated Hybrid Tree Algorithm for Collision-less N-body Simulations

Tsuyoshi Watanabe, Naohito Nakasato

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Tags: Algorithms, Astrophysics, GPU cluster, Instrumentation and Methods for Astrophysics, N-body simulation, nVidia, OpenCL, Tesla M2090

June 25, 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

Applications

Computation on GPU of Eigenvalues and Eigenvectors of a Large Number of Small Hermitian Matrices

Image Noise Removal on Heterogeneous CPU-GPU Configurations

Speeding up a Video Summarization Approach Using GPUs and Multicore CPUs

On the Characterization of OpenCL Dwarfs on Fixed and Reconfigurable Platforms

Effect And Analysis of Elastic Fidelity Computing On GPUs

Fast LBP Face Detection on low-power SIMD architectures

Multi-GPU Implementation of a Hybrid Thermal Lattice Boltzmann Solver using the TheLMA Framework

C and CUDA Implementation for SIRT and SART Reconstruction Algorithms

Customizing Driving Directions with GPUs

Concurrent Analytical Query Processing with GPUs

GPU-Parallel simulation of rigid fibers in Stokes flow

GPU accelerated Hybrid Tree Algorithm for Collision-less N-body Simulations

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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