high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Large-scale Virtual Acoustics Simulation at Audio Rates Using Three Dimensional Finite Difference Time Domain and Multiple GPUs

Craig J. Webb, Alan Gray

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Tags: Acoustics, Computer science, CUDA, FDTD, Finite-difference time-domain, nVidia, Rendering, Tesla C2050

March 5, 2013 by hgpu

OpenOF: Framework for Sparse Non-linear Least Squares Optimization on a GPU

Cornelius Wefelscheid, Olaf Hellwich

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 570, Optimization, Package, Python

March 2, 2013 by hgpu

Accelerating Kernel Density Estimation on the GPU Using the CUDA Framework

Panagiotis D. Michailidis, Konstantinos G. Margaritis

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, Programming techniques

March 2, 2013 by hgpu

Efficient Detection of Sunspots with GPU Acceleration Through CUDA

Kenny May

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Tags: Astrophysics, CUDA, Image processing, nVidia, nVidia GeForce GT 430, nVidia GeForce GTX 470, Tesla C2050

March 2, 2013 by hgpu

Full Covariance Gaussian Mixture Models Evaluation on GPU

Jan Vanek, Jan Trmal, Josef V. Psutka, Josef Psutka

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Tags: Algorithms, ATI, ATI Mobility Radeon HD 5470, ATI Radeon HD 5670, ATI Radeon HD 5870, CUDA, nVidia, nVidia GeForce GT 240, nVidia GeForce GTX 580, nVidia Quadro FX 770 M, OpenCL, Signal processing, Speech recognition

March 2, 2013 by hgpu

On Performance of GPU and DSP Architectures for Computationally Intensive Applications

John Faella

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Tags: Algorithms, Computer science, CUDA, DSP, nVidia, nVidia GeForce GT 540 M, Programming techniques, Thesis

March 2, 2013 by hgpu

Large-scale ferrofluid simulations on graphics processing units

A.Yu. Polyakov, T.V. Lyutyy, S. Denisov, V.V. Reva, P. Hanggi

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Tags: CUDA, Fluid simulation, Molecular dynamics, Numerical simulation, nVidia, Physics, Tesla M2050

March 2, 2013 by hgpu

Acceleration of Coarse Grain Molecular Dynamics on GPU Architectures

Ardita Shkurti, Mario Orsi, Enrico Macii, Elisa Ficarra, Andrea Acquaviva

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Tags: Algorithms, Chemistry, CUDA, Molecular dynamics, nVidia, nVidia GeForce GTX 480

March 2, 2013 by hgpu

On continuous maximum flow image segmentation algorithm

Laszlo Marak

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Tags: Algorithms, Biology, Materials Science, nVidia, nVidia GeForce GTX 470, OpenCL, Tesla C2050, Thesis, Tomography

March 2, 2013 by hgpu

Parallel Peeling Algorithms

Jiayang Jiang, Michael Mitzenmacher, Justin Thaler

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Tags: Algorithms, Computer science, CUDA, Data Structures and Algorithms, nVidia, Tesla C2070

March 2, 2013 by hgpu

Matrix-free GPU implementation of a preconditioned conjugate gradient solver for anisotropic elliptic PDEs

Eike Mueller, Xu Guo, Robert Scheichl, Sinan Shi

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Tags: Algorithms, Computer science, Conjugate gradient solver, CUDA, Differential equations, Numerical Analysis, nVidia, Partial differential equations, PDEs, Tesla M2090

March 2, 2013 by hgpu

Automatic Mapping of Stream Programs on Multicore Architectures

Pablo de Oliveira Castro, Stephane Louise, Denis Barthou

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Tags: Computer science, CUDA, nVidia, nVidia Quadro FX 580, Programming techniques

February 28, 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

Large-scale Virtual Acoustics Simulation at Audio Rates Using Three Dimensional Finite Difference Time Domain and Multiple GPUs

OpenOF: Framework for Sparse Non-linear Least Squares Optimization on a GPU

Accelerating Kernel Density Estimation on the GPU Using the CUDA Framework

Efficient Detection of Sunspots with GPU Acceleration Through CUDA

Full Covariance Gaussian Mixture Models Evaluation on GPU

On Performance of GPU and DSP Architectures for Computationally Intensive Applications

Large-scale ferrofluid simulations on graphics processing units

Acceleration of Coarse Grain Molecular Dynamics on GPU Architectures

On continuous maximum flow image segmentation algorithm

Parallel Peeling Algorithms

Matrix-free GPU implementation of a preconditioned conjugate gradient solver for anisotropic elliptic PDEs

Automatic Mapping of Stream Programs on Multicore Architectures

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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