high performance computing on graphics processing units: hgpu.org

Applications

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Algorithms for representation of 3D regions in radiotherapy planning software

Jonny Gunnarsson

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Tags: Computer science, CUDA, Distance transform, nVidia, nVidia GeForce GTX 470, Radiotherapy, Review, Thesis

May 3, 2013 by hgpu

Optimizing Similarity Computations for Ontology Matching – Experiences from GOMMA

Michael Hartung, Lars Kolb, Anika Gross, Erhard Rahm

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

May 3, 2013 by hgpu

Data-rich astronomy: mining synoptic sky surveys

Stefano Cavuoti

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Tags: Astrophysics, Cosmology and Extragalactic Astrophysics, CUDA, Instrumentation and Methods for Astrophysics, nVidia, nVidia GeForce GT 540 M, Thesis

May 3, 2013 by hgpu

Impact of Warp Formation on GPU Performance

Hong Jun Choi, Dong Oh Son, Cheol Hong Kim

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Tags: Computer science, GPGPU-sim, nVidia, Performance

May 3, 2013 by hgpu

Feasibility Analysis of Low Cost Graphical Processing Units for Electromagnetic Field Simulations by Finite Difference Time Domain Method

A. V. Choudhari, N. A. Pande, M. R. Gupta

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Tags: Computational Physics, Computer science, CUDA, Electrodynamics, FDTD, Finite difference, Finite-difference time-domain, Maxwell's equations, nVidia, nVidia GeForce GT 520

May 3, 2013 by hgpu

Efficient implementation for QUAD stream cipher with GPUs

Tanaka Satoshi, Nishide Takashi, Sakurai Kouichi

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Security, Stream Ciphers

May 2, 2013 by hgpu

GPU accelerated Trotter-Suzuki solver for quantum spin dynamics

Axel D. Dente, Carlos S. Bederian, Pablo R. Zangara, Horacio M. Pastawski

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Tags: Algorithms, Computational Physics, CUDA, nVidia, Physics, Quantum Physics, Spin Systems, Statistical Mechanics, Tesla C2070

May 2, 2013 by hgpu

A framework for data-access strategies in GPGPU programs

L.F.C.C. Mallens

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GT 640, nVidia GeForce GTS 250, OpenACC, Thesis

May 2, 2013 by hgpu

Adding GPU Computing to Computer Organization Courses

David Bunde, Karen L. Karavanic, Jens Mache

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Tags: Computer science, CUDA, Education, nVidia

May 2, 2013 by hgpu

OpenMP performance analysis for many-core platforms with non-uniform memory access

Pablo Gonzalez de Aledo Marugan, Javier Gonzalez Bayon, Pablo Sanchez Espeso, Juan Casal Martin

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Tags: Computer science, Heterogeneous systems, OpenCL, OpenMP, Performance

May 2, 2013 by hgpu

GPU Acceleration of the Variational Monte Carlo Method for Many Body Physics

Rajagopalan Kaushik Ragavan

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Tags: CUDA, Data parallelism, Heterogeneous systems, Monte Carlo simulation, MPI, nVidia, Physics, Tesla M2070, Thesis

May 1, 2013 by hgpu

Parallel For Loops on Heterogeneous Resources

Frederick Edward Weber

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Tags: ATI, ATI Radeon HD 7970, Computer science, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, OpenCL, Performance, Thesis

May 1, 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

Algorithms for representation of 3D regions in radiotherapy planning software

Optimizing Similarity Computations for Ontology Matching – Experiences from GOMMA

Data-rich astronomy: mining synoptic sky surveys

Impact of Warp Formation on GPU Performance

Feasibility Analysis of Low Cost Graphical Processing Units for Electromagnetic Field Simulations by Finite Difference Time Domain Method

Efficient implementation for QUAD stream cipher with GPUs

GPU accelerated Trotter-Suzuki solver for quantum spin dynamics

A framework for data-access strategies in GPGPU programs

Adding GPU Computing to Computer Organization Courses

OpenMP performance analysis for many-core platforms with non-uniform memory access

GPU Acceleration of the Variational Monte Carlo Method for Many Body Physics

Parallel For Loops on Heterogeneous Resources

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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