high performance computing on graphics processing units: hgpu.org

hgpu.org » Optimization

Compile-time GPU memory access optimizations

Gert-Jan van den Braak, Bart Mesman, Henk Corporaal

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Tags: Compilers, Computer science, CUDA, nVidia, nVidia GeForce 8800 GT, Optimization, Programming techniques

May 17, 2011 by hgpu

A Parallel Immune Algorithm Based on Fine-Grained Model with GPU-Acceleration

Jianming Li, Lihua Zhang, Linlin Liu

Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, Optimization

May 7, 2011 by hgpu

Financial Derivatives Modeling Using GPU’s

Myungho Lee, Chin Hong Chun, Sugwon Hong

Tags: Computational finance, Finance, Optimization

April 25, 2011 by hgpu

Design optimization of automotive electronic control unit using the analysis of common-mode current by fast electromagnetic field solver

Y. Okazaki, M. Unno, T. Uno, H. Asai

Tags: Electrodynamics, FDTD, Finite-difference time-domain, Genetic programming, Optimization

April 23, 2011 by hgpu

Fast Variable Center-Biased Windowing for High-Speed Stereo on Programmable Graphics Hardware

Jiangbo Lu, G. Lafruit, F. Catthoor

Tags: Image processing, nVidia, nVidia GeForce 7900, Optimization

April 21, 2011 by hgpu

Solving knapsack problems on GPU

V. Boyer, D. El Baz, M. Elkihel

Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 260, Optimization

April 21, 2011 by hgpu

Dynamic detection of uniform and affine vectors in GPGPU computations

Sylvain Collange, David Defour, Yao Zhang

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Tags: Algorithms, Computer science, CUDA, Hardware Architecture, nVidia, Optimization, Tesla

April 19, 2011 by hgpu

Linear optimization on modern GPUs

Daniele G. Spampinato, Anne C. Elster

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Tags: CUDA, Finance, Matrix multiplication, nVidia, nVidia GeForce GTX 280, Optimization

April 18, 2011 by hgpu

Accelerating Particle Swarm Algorithm with GPGPU

M. Cadenas-Montes, M.A. Vega-Rodriguez, J.J. Rodriguez-Vazquez, A. Gomez-Iglesias

Tags: Algorithms, Computer science, Evolutionary Computations, Optimization

April 16, 2011 by hgpu

Speeding up K-Means Algorithm by GPUs

You Li, Kaiyong Zhao, Xiaowen Chu, Jiming Liu

Tags: Algorithms, Computer science, Matrix multiplication, Optimization

April 13, 2011 by hgpu

NQueens on CUDA: Optimization Issues

Frank Feinbube, Bernhard Rabe, Martin von Lowis, Andreas Polze

Tags: Algorithms, Computer science, CUDA, Memory model, nVidia, Optimization

April 13, 2011 by hgpu

Implementation and optimization of image processing algorithms on handheld GPU

Nitin Singhal, In Kyu Park, Sungdae Cho

Tags: Algorithms, Image processing, OpenGL, Optimization, Rendering

April 12, 2011 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

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high performance computing on graphics processing units: hgpu.org

Compile-time GPU memory access optimizations

A Parallel Immune Algorithm Based on Fine-Grained Model with GPU-Acceleration

Financial Derivatives Modeling Using GPU’s

Design optimization of automotive electronic control unit using the analysis of common-mode current by fast electromagnetic field solver

Fast Variable Center-Biased Windowing for High-Speed Stereo on Programmable Graphics Hardware

Solving knapsack problems on GPU

Dynamic detection of uniform and affine vectors in GPGPU computations

Linear optimization on modern GPUs

Accelerating Particle Swarm Algorithm with GPGPU

Speeding up K-Means Algorithm by GPUs

NQueens on CUDA: Optimization Issues

Implementation and optimization of image processing algorithms on handheld GPU

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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