high performance computing on graphics processing units: hgpu.org

Programming

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Towards Domain-specific Computing for Stencil Codes in HPC

Richard Membarth, Frank Hannig, Jurgen Teich, Harald Kostler

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Tags: Algorithms, Code generation, Compression, Computer science, CUDA, Heterogeneous systems, nVidia, nVidia Quadro FX 5800, OpenCL, Package, Tesla C2050

December 12, 2012 by hgpu

Development of a CUDA Implementation of the 3D FDTD Method

Matthew Livesey, James Francis Stack, Jr., Fumie Costen, Takeshi Nanri, Norimasa Nakashima, Seiji Fujino

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Tags: CUDA, Electrodynamics, FDTD, Finite-difference time-domain, nVidia, Tesla M2050, Tesla T10

December 12, 2012 by hgpu

Multi-level Parallelism for Incompressible Flow Computations on GPU Clusters

Dana A. Jacobsen, Inanc Senocak

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Tags: Computer science, CUDA, Fluid dynamics, GPU cluster, MPI, nVidia, Tesla C1060, Tesla S1070

December 12, 2012 by hgpu

Fast and Robust Linear Motion Deblurring

Martin Welk, Patrik Raudaschl, Thomas Schwarzbauer, Martin Erler, Martin Lauter

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Tags: Algorithms, CUDA, Filtering, Image processing, nVidia, nVidia GeForce GTX 260

December 12, 2012 by hgpu

Hybrid Parallel Streamline Extraction Combining MPI and OpenCL

Michael Vetter, Stephan Olbrich

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Tags: Computer science, MPI, Numerical Analysis, nVidia, OpenCL, Tesla M2070, Visualization

December 12, 2012 by hgpu

CUDACLAW: a Data Parallel Solution Framework for Hyperbolic PDEs

Hrag Gorune Krikor Ohannessian

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Tags: Acoustics, CUDA, Differential equations, Finite volume method, Hyperbolic PDEs, Mathematics, nVidia, nVidia GeForce GTX 460, Partial differential equations, PDEs, Tesla C2050, Wave equation

December 12, 2012 by hgpu

FFT Parallel Implementation for MRI Image Reconstruction

Andrei Tugui

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Tags: CUDA, FFT, Image processing, Image reconstruction, MRI, nVidia, nVidia Quadro FX 4400

December 12, 2012 by hgpu

Gaussian Mixture Model Based Volume Visualization

Shusen Liu, Joshua A. Levine, Peer-Timo Bremer, Valerio Pascucci

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Tags: Computer science, CUDA, MRI, nVidia, nVidia GeForce GTX 580, Rendering, Visualization

December 12, 2012 by hgpu

Multi-level Debugging for Multi-stage, Parallelizing Compilers

Richard Xia, Tayfun Elmas, Shoaib Ashraf Kamil, Armando Fox, Koushik Sen

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Tags: Compilers, Computer science, CUDA, nVidia, Package, Python

December 12, 2012 by hgpu

Matrix-Matrix Multiplications on GPUs for Accelerating a Parallel Fluid Dynamics Code

Kenneth Webster

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Tags: CUBLAS, CUDA, Fluid dynamics, Matrix multiplication, nVidia, Tesla M2070, Thesis

December 12, 2012 by hgpu

A GPU-Based Parallel Algorithm for Design Structure Matrix (DSM) Partition

Jing Yuxin,Huang Yu,Shikun Zhang, Cui Weilong

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Tags: Algorithms, Computer science, CUDA, nVidia, Software Engineering

December 10, 2012 by hgpu

Scaling High Performance Domain-Specific Language Implementation with Delite

Hassan Chafi

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Tags: Computer science, CUDA, Heterogeneous systems, Machine learning, nVidia, nVidia GeForce GTX 275, Thesis

December 10, 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

Programming

Towards Domain-specific Computing for Stencil Codes in HPC

Development of a CUDA Implementation of the 3D FDTD Method

Multi-level Parallelism for Incompressible Flow Computations on GPU Clusters

Fast and Robust Linear Motion Deblurring

Hybrid Parallel Streamline Extraction Combining MPI and OpenCL

CUDACLAW: a Data Parallel Solution Framework for Hyperbolic PDEs

FFT Parallel Implementation for MRI Image Reconstruction

Gaussian Mixture Model Based Volume Visualization

Multi-level Debugging for Multi-stage, Parallelizing Compilers

Matrix-Matrix Multiplications on GPUs for Accelerating a Parallel Fluid Dynamics Code

A GPU-Based Parallel Algorithm for Design Structure Matrix (DSM) Partition

Scaling High Performance Domain-Specific Language Implementation with Delite

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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