high performance computing on graphics processing units: hgpu.org

hgpu.org » Optimization

SIMD Optimization of Linear Expressions for Programmable Graphics Hardware

Chandrajit Bajaj, Insung Ihm, Jungki Min, Jinsang Oh

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Tags: Computer science, Linear Algebra, nVidia, nVidia GeForce FX 5900 Ultra, OpenGL, Optimization

December 19, 2010 by hgpu

GPU-based Island Model for Evolutionary Algorithms

The Van Luong, Nouredine Melab, El-Ghazali Talb

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Tags: Algorithms, CUDA, Mathematics, nVidia, nVidia GeForce GTX 280, Optimization

December 18, 2010 by hgpu

GPU-accelerated differential evolutionary Markov Chain Monte Carlo method for multi-objective optimization over continuous space

Weihang Zhu, Yaohang Li

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Tags: Mathematics, nVidia, nVidia GeForce GTX 280, Optimization

December 17, 2010 by hgpu

Optimizing Monte Carlo radiosity on graphics hardware

J. Sanjurjo, M. Amor, M. Boo, R. Doallo, J. Casares

Tags: Computer science, CUDA, Monte Carlo simulation, nVidia, Optimization, Rendering

December 15, 2010 by hgpu

SWPS3 – fast multi-threaded vectorized Smith-Waterman for IBM Cell/B.E. and x86/SSE2

Adam Szalkowski, Christian Ledergerber, Philipp Kraehenbuehl, Christophe Dessimoz

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Tags: Biology, Cell processor, CUDA, nVidia, nVidia GeForce 8800 GTX, Optimization, Package, Sequence alignment, Smith-Waterman algorithm

December 12, 2010 by hgpu

Multiscale texture synthesis

Charles Han, Eric Risser, Ravi Ramamoorthi, Eitan Grinspun

Tags: Computer science, Image generation, Optimization

December 12, 2010 by hgpu

A compiler framework for optimization of affine loop nests for gpgpus

Muthu M. Baskaran, Uday Bondhugula, Sriram Krishnamoorthy, J. Ramanujam, Atanas Rountev, P. Sadayappan

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Tags: Computer science, CUDA, High-level Languages, nVidia, nVidia GeForce 8800 GTX, Optimization

December 12, 2010 by hgpu

Program optimization carving for GPU computing?

S. Ryoo, C. Rodrigues, S. Stone, J. Stratton, S. Ueng, S. Baghsorkhi, W. Hwu

Tags: Computer science, nVidia, Optimization

December 11, 2010 by hgpu

Profile-guided optimization of critical medical imaging algorithms

David R. Kaeli, Byunghyun Jang, Perhaad Mistry, Dana Schaa

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Tags: Image processing, Image reconstruction, Optimization, Tomography

November 26, 2010 by hgpu

A Superresolution Framework for High-Accuracy Multiview Reconstruction

Bastian Goldlucke, Daniel Cremers

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Tags: Computer science, Optimization, PDEs

November 25, 2010 by hgpu

Empty Space Skipping and Occlusion Clipping for Texture-based Volume Rendering

W. Li, K. Mueller, A. Kaufman

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Tags: Computer science, Image generation, nVidia, nVidia GeForce 4, OpenGL, Optimization, Rendering

November 25, 2010 by hgpu

Nonlinear optimization framework for image-based modeling on programmable graphics hardware

Karl E. Hillesland, Sergey Molinov, Radek Grzeszczuk

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Tags: Algorithms, ATI, ATI Radeon 9700, Computer science, DirectX, Image generation, Optimization

November 25, 2010 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

SIMD Optimization of Linear Expressions for Programmable Graphics Hardware

GPU-based Island Model for Evolutionary Algorithms

GPU-accelerated differential evolutionary Markov Chain Monte Carlo method for multi-objective optimization over continuous space

Optimizing Monte Carlo radiosity on graphics hardware

SWPS3 – fast multi-threaded vectorized Smith-Waterman for IBM Cell/B.E. and x86/SSE2

Multiscale texture synthesis

A compiler framework for optimization of affine loop nests for gpgpus

Program optimization carving for GPU computing?

Profile-guided optimization of critical medical imaging algorithms

A Superresolution Framework for High-Accuracy Multiview Reconstruction

Empty Space Skipping and Occlusion Clipping for Texture-based Volume Rendering

Nonlinear optimization framework for image-based modeling on programmable graphics hardware

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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