high performance computing on graphics processing units: hgpu.org

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A Reliable Throughput Gain on GPUs

Paolo Rech, Luigi Carro

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Performance

June 6, 2013 by hgpu

On GPU Fourier Transformations

Giso Dal

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Tags: Algorithms, Computer science, CUDA, FFT, nVidia, nVidia GeForce GTX 480, Thesis

June 2, 2013 by hgpu

Tiling optimizations for stencil computations

Xing Zhou

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Tags: Computer science, nVidia, nVidia GeForce GTX 480, Optimization, Performance, Thesis

May 31, 2013 by hgpu

Performance Tradeoff Spectrum of Integer and Floating Point Applications

M.G.B. Johnson, D. P. Playne, K.A. Hawick

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Tags: Benchmarking, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 580, nVidia GeForce GTX 590, nVidia GeForce GTX 680, Performance, Tesla C2050, Tesla C2070

May 30, 2013 by hgpu

Finite-difference time-domain simulations of metamaterials

Zhengwei Hao

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Tags: Computer science, FDTD, Finite-difference time-domain, nVidia, nVidia GeForce GTX 480, OpenCL, Thesis

May 29, 2013 by hgpu

A Tuned, Concurrent-Kernel Approach to Speed Up the APSP Problem

Hector Ortega-Arranz, Yuri Torres, Diego R. Llanos, Arturo Gonzalez-Escribano

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Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia, nVidia GeForce GTX 480

May 25, 2013 by hgpu

Quantifying the Energy Efficiency of FFT on Heterogeneous Platforms

Yash Ukidave, Amir Kavyan Ziabari, Perhaad Mistry, Gunar Schirner, David Kaeli

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Tags: ATI, ATI Radeon HD 7770, FFT, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, OpenCL, Signal processing

May 25, 2013 by hgpu

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

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

Exploiting Uniform Vector Instructions for GPGPU Performance, Energy Efficiency, and Opportunistic Reliability Enhancement

Ping Xiang, Yi Yang, Mike Mantor, Norm Rubin, Lisa R. Hsu, Huiyang Zhou

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Tags: Computer science, GPGPU-sim, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, Performance

May 19, 2013 by hgpu

Analyzing Locality of Memory References in GPU Architectures

Saurabh Gupta, Ping Xiang, Huiyang Zhou

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Tags: Computer science, GPGPU-sim, Matrix multiplication, nVidia, nVidia GeForce GTX 480

May 16, 2013 by hgpu

Stabilized Backward Diffusion for Partial Volume Correction

Zsolt Marta

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Tags: Algorithms, Computed tomography, CT, Medicine, nVidia, nVidia GeForce GTX 480, OpenCL, Partial differential equations, PET, Tomography

May 16, 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

A Reliable Throughput Gain on GPUs

On GPU Fourier Transformations

Tiling optimizations for stencil computations

Performance Tradeoff Spectrum of Integer and Floating Point Applications

Finite-difference time-domain simulations of metamaterials

A Tuned, Concurrent-Kernel Approach to Speed Up the APSP Problem

Quantifying the Energy Efficiency of FFT on Heterogeneous Platforms

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

Generating 3D Topologies with Multiple Constraints on the GPU

Exploiting Uniform Vector Instructions for GPGPU Performance, Energy Efficiency, and Opportunistic Reliability Enhancement

Analyzing Locality of Memory References in GPU Architectures

Stabilized Backward Diffusion for Partial Volume Correction

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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