high performance computing on graphics processing units: hgpu.org

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Parallel 5 point SOR for solving the Convection Diffusion equation using graphics processing units

Yiannis Cotronis, Elias Konstantinidis, Maria A. Louka, Nikolaos M. Missirlis

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Tags: Computer science, CUDA, Diffusion equation, nVidia, nVidia GeForce GTX 480, Tesla C2050

May 20, 2013 by hgpu

CUDA Accelerated Robot Localization and Mapping

Haiyang Zhang, Fred Martin

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 660

May 20, 2013 by hgpu

Generating 3D Topologies with Multiple Constraints on the GPU

Krishnan Suresh

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Topology optimization problem

May 19, 2013 by hgpu

Implicit Adaptive Volume Ray Casting

Rohit Nigam, Surinder Sood

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, Image generation, nVidia, nVidia GeForce GTX 580

May 19, 2013 by hgpu

Local Volatility FX Basket Option on CPU and GPU

Jacques du Toit, Isabel Ehrlich

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Tags: CUDA, Finance, Mixed precision, nVidia, Tesla K20

May 19, 2013 by hgpu

An implementation of level set based topology optimization using GPU

D. Herrero, J. Martinez, P. Marti

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Tags: Computational Complexity, CUDA, Data parallelism, FEM, Finite element method, Image processing, nVidia, Tesla C2070

May 19, 2013 by hgpu

Parallel Selectivity Estimation for Optimizing Multidimensional Spatial Join Processing on GPUs

Jianting Zhang, Simin You, Le Gruenwald

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Tags: Computer science, CUDA, Databases, nVidia, nVidia Quadro FX 6000

May 19, 2013 by hgpu

Parallel Zonal Summations of Large-Scale Species Occurrence Data on Hybrid CPU-GPU Systems

Jianting Zhang, Simin You

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Tags: CUDA, Data parallelism, Earth and Space Sciences, Filtering, Geoscience, nVidia, nVidia Quadro FX 6000, Performance

May 19, 2013 by hgpu

GPU Programming for Physics Applications

Matthew Grossman

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Tags: CUDA, Differential equations, nVidia, nVidia GeForce GT 640 M, ODEs, Ordinary differential equations, Physics, Thesis

May 19, 2013 by hgpu

Solving the Coalition Structure Generation Problem on a GPU

Kim Svensson, Sarvapali D. Ramchurn, Francisco Cruz, Juan-Antonio Rodriguez-Aguilar, Jesus Cerquides

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 660 Ti, Optimization

May 19, 2013 by hgpu

Fluid Motion Modelling Using Vortex Particle Method on GPU

Lukasz Roguski, Sebastian Deorowicz

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Tags: CUDA, Fluid dynamics, nVidia, nVidia GeForce GTX 460, Visualization

May 17, 2013 by hgpu

GPU-based Numerical Integration in the Partition of Unity Method

Sebastian Kanis

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Tags: Computer science, CUDA, Differential equations, Mathematics, nVidia, nVidia GeForce GTX 560 Ti, Partial differential equations, PDEs, Tesla K20, Thesis

May 17, 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

Programming

Parallel 5 point SOR for solving the Convection Diffusion equation using graphics processing units

CUDA Accelerated Robot Localization and Mapping

Generating 3D Topologies with Multiple Constraints on the GPU

Implicit Adaptive Volume Ray Casting

Local Volatility FX Basket Option on CPU and GPU

An implementation of level set based topology optimization using GPU

Parallel Selectivity Estimation for Optimizing Multidimensional Spatial Join Processing on GPUs

Parallel Zonal Summations of Large-Scale Species Occurrence Data on Hybrid CPU-GPU Systems

GPU Programming for Physics Applications

Solving the Coalition Structure Generation Problem on a GPU

Fluid Motion Modelling Using Vortex Particle Method on GPU

GPU-based Numerical Integration in the Partition of Unity Method

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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