high performance computing on graphics processing units: hgpu.org

Programming

Parallelization of the Symmetric Indefinite Factorization

Anastasia Kruchinina

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Tags: Algorithms, Computer science, CUDA, Factorization, Mathematics, Nonlinear optimization, nVidia, Tesla S2050, Thesis

July 7, 2014 by hgpu

Fast and Efficient Lossless Image Compression Based on CUDA Parallel Wavelet Tree Encoding

Jingqi Ao

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Tags: Algorithms, Compression, CUDA, Image processing, nVidia, nVidia GeForce GTX 570, Thesis, Wavelet

July 7, 2014 by hgpu

Parallel Progressive Mesh Editing

Evgenij Derzapf, Nico Grund, Michael Guthe

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 580, OpenGL, Rendering

July 7, 2014 by hgpu

Color Me Noisy: Example-based Rendering of Hand-colored Animations with Temporal Noise Control

Jakub Fiser, Michal Lukac, Ondrej Jamriska, Martin Cadik, Yotam Gingold, Paul Asente, Daniel Sykora

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, Image generation, nVidia

July 7, 2014 by hgpu

Random Forests of Very Fast Decision Trees on GPU for Mining Evolving Big Data Streams

Diego Marron, Albert Bifet, Gianmarco De Francisci Morales

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Tags: Algorithms, Computer science, CUDA, Machine learning, nVidia, Tesla C2050

July 6, 2014 by hgpu

Parallel Implementation of Travelling Salesman Problem using Ant Colony Optimization

Gaurav Bhardwaj, Manish Pandey

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Tags: Algorithms, Ant colony optimization, ATI, ATI Radeon HD 6450, Computer science, OpenCL

July 4, 2014 by hgpu

Exploiting parallel features of modern computer architectures in bioinformatics: applications to genetics, structure comparison and large graph analysis

Guillaume Chapuis

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Tags: Algorithms, Bioinformatics, Biology, CUDA, Genetics, Graph theory, nVidia, Path problems, Tesla C2050, Thesis

July 3, 2014 by hgpu

Toward Auto-tuned Krylov Basis Computations with minimized Communication on Clusters of Accelerators

Langshi Chen, Serge Petiton, Leroy Drummond, Maxime Hugues

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Tags: Algorithms, Computer science, CUDA, nVidia, Performance, Tesla K20

July 3, 2014 by hgpu

Accelerated Computation of Minimum Enclosing Balls by GPU Parallelization and Distance Filtering

Linus Kallberg, Thomas Larsson

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, Filtering, nVidia, nVidia Quadro K 4000 M

July 1, 2014 by hgpu

Kd-tree Based N-Body Simulations with Volume-Mass Heuristic on the GPU

Klaus Kofler, Dominik Steinhauser, Biagio Cosenza, Ivan Grasso, Sabine Schindler, Thomas Fahringer

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Tags: Algorithms, Astrophysics, ATI, ATI Radeon HD 5870, ATI Radeon HD 7950, Computational Complexity, Computer science, KD-tree, N-body simulation, nVidia, nVidia GeForce GTX 480, OpenCL, Tesla K20

July 1, 2014 by hgpu

Evaluation of DGEMM Implementation on Intel Xeon Phi Coprocessor

Pawel Gepner, Victor Gamayunov, David L. Fraser, Eric Houdard, Ludovic Sauge, Damien Declat, Mathieu Dubois

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Tags: Algorithms, Computer science, Intel Xeon Phi, Linear Algebra, Matrix multiplication, Performance

June 28, 2014 by hgpu

Implementation of the genetic algorithm by means of CUDA technology involved in travelling salesman problem

Anna Plichta, Tomasz Gaciarz, Bartosz Baranowski, Szymon Szominski

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Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce GTX 285

June 28, 2014 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

Parallelization of the Symmetric Indefinite Factorization

Fast and Efficient Lossless Image Compression Based on CUDA Parallel Wavelet Tree Encoding

Parallel Progressive Mesh Editing

Color Me Noisy: Example-based Rendering of Hand-colored Animations with Temporal Noise Control

Random Forests of Very Fast Decision Trees on GPU for Mining Evolving Big Data Streams

Parallel Implementation of Travelling Salesman Problem using Ant Colony Optimization

Exploiting parallel features of modern computer architectures in bioinformatics: applications to genetics, structure comparison and large graph analysis

Toward Auto-tuned Krylov Basis Computations with minimized Communication on Clusters of Accelerators

Accelerated Computation of Minimum Enclosing Balls by GPU Parallelization and Distance Filtering

Kd-tree Based N-Body Simulations with Volume-Mass Heuristic on the GPU

Evaluation of DGEMM Implementation on Intel Xeon Phi Coprocessor

Implementation of the genetic algorithm by means of CUDA technology involved in travelling salesman problem

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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