high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Acceleration of multivariate analysis techniques in TMVA using GPUs

A. Hoecker, H. McKendrick, J. Therhaag, A. Washbrook

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Tags: Biological Physics, CUDA, Neural networks, nVidia, Physics, Tesla C1060, Tesla C2050

December 16, 2012 by hgpu

Accuracy, Memory, and Speed Strategies in GPU-Based Finite-Element Matrix-Generation

Adam Dziekonski, Piotr Sypek, Adam Lamecki, Michal Mrozowski

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Tags: CUDA, Electrodynamics, FEM, Finite element method, nVidia, Optimization, Tesla C2075

December 16, 2012 by hgpu

Productive High Performance Parallel Programming with Auto-tuned Domain-Specific Embedded Languages

Shoaib Ashraf Kamil

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

December 16, 2012 by hgpu

Communication-Avoiding Optimization of Geometric Multigrid on GPUs

Amik Singh

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Tags: Algorithms, Computer science, CUDA, nVidia, Optimization, Tesla C2050

December 16, 2012 by hgpu

Circular Hough Transform in OpenCL

Seunghoon Park

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 555 M, OpenCL, Package

December 16, 2012 by hgpu

Performance study of using the Direct Compute API for implementing Support vector machines on GPUs

Karl Jansson

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Tags: Algorithms, Computer science, CUDA, Data mining, DirectX, nVidia, nVidia GeForce GTX 460, OpenCL, Package, Thesis

December 15, 2012 by hgpu

Advanced Techniques for the Rendering and Visualization of Volumetric Seismic Data

Martin Panknin

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Tags: CUDA, Earth and Space Sciences, nVidia, Rendering, Thesis, Visualization

December 15, 2012 by hgpu

Image Processing using Parallel Computing

Mohamed Khalifa

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Tags: Cluster computing, CUDA, Image processing, MPI, nVidia, nVidia GeForce GTX 280

December 15, 2012 by hgpu

Ferrofluid Simulations with the Barnes-Hut Algorithm on Graphics Processing Units

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

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

December 14, 2012 by hgpu

GPU-Accelerated Direct Volume Rendering of Finite Element Data Sets

Bingchen Liu, Alexander Bock, Timo Ropinski, Martyn Nash, Poul Nielsen, Burkhard C. Wunsche

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Tags: 3D Graphics and Realism, Computer science, GLSL, Image generation, nVidia, nVidia GeForce GTX 580, OpenGL, Raytracing, Rendering, Visualization

December 14, 2012 by hgpu

Real-time adaptive algorithms using a Graphics Processing Unit

Jorge Lorente, Miguel Ferrer, Jose A. Belloch, Gema Pinero, Maria de Diego, Alberto Gonzalez, Antonio M. Vidal

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Tags: Acoustics, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 580

December 14, 2012 by hgpu

Visualizing Complex Functions Using GPUs

Khaldoon Ghanem

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Tags: Computer science, GLSL, OpenGL, Package, Visualization

December 14, 2012 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

Acceleration of multivariate analysis techniques in TMVA using GPUs

Accuracy, Memory, and Speed Strategies in GPU-Based Finite-Element Matrix-Generation

Productive High Performance Parallel Programming with Auto-tuned Domain-Specific Embedded Languages

Communication-Avoiding Optimization of Geometric Multigrid on GPUs

Circular Hough Transform in OpenCL

Performance study of using the Direct Compute API for implementing Support vector machines on GPUs

Advanced Techniques for the Rendering and Visualization of Volumetric Seismic Data

Image Processing using Parallel Computing

Ferrofluid Simulations with the Barnes-Hut Algorithm on Graphics Processing Units

GPU-Accelerated Direct Volume Rendering of Finite Element Data Sets

Real-time adaptive algorithms using a Graphics Processing Unit

Visualizing Complex Functions Using GPUs

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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