high performance computing on graphics processing units: hgpu.org

Programming

OpenCL based machine learning labeling of biomedical datasets

Oscar Amoros, Sergio Escalera, Anna Puig

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Tags: GLSL, Image processing, Machine learning, Medicine, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce GTX 470, OpenCL, OpenGL

May 12, 2011 by hgpu

Whole-function vectorization

Ralf Karrenberg, Sebastian Hack

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Tags: Code generation, Computer science, OpenCL, Programming techniques

May 11, 2011 by hgpu

Gemma in April: A matrix-like parallel programming architecture on OpenCL

Tianji Wu, Di Wu, Yu Wang, Xiaorui Zhang, Hong Luo, Ningyi Xu, Huazhong Yang

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Tags: ATI, ATI Radeon HD 5870, Code generation, Computer science, OpenCL, Programming techniques

May 11, 2011 by hgpu

Twin peaks: a software platform for heterogeneous computing on general-purpose and graphics processors

Jayanth Gummaraju, Laurent Morichetti, Michael Houston, Ben Sander, Benedict R. Gaster, Bixia Zheng

Tags: ATI, Computer science, High-level Languages, OpenCL, Performance, Programming techniques

May 10, 2011 by hgpu

Accelerated polyhedral visual hulls using OpenCL

Tobias Duckworth, David J. Roberts

Tags: Algorithms, Image processing, OpenCL, Virtual reality

May 4, 2011 by hgpu

Automatically generating and tuning GPU code for sparse matrix-vector multiplication from a high-level representation

Dominik Grewe, Anton Lokhmotov

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Tags: ATI, ATI Radeon HD 5970, Code generation, Computer science, CUDA, High-level Languages, Linear Algebra, nVidia, OpenCL, Sparse matrix, Tesla S1070

April 21, 2011 by hgpu

OpenCL/OpenGL aproach for studying active Brownian motion

Michal A. Zabicki

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Tags: Biological Physics, Computational Physics, nVidia, nVidia GeForce 9400 M, nVidia GeForce 9800 GT, OpenCL, OpenGL, Physics

April 14, 2011 by hgpu

Memory Saving Discrete Fourier Transform on GPUs

Daniel Kauker, Harald Sanftmann, Steffen Frey, Thomas Ertl

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Tags: Algorithms, FFT, Image processing, nVidia, nVidia GeForce GTX 285, OpenCL

April 13, 2011 by hgpu

Simulation of bevel gear cutting with GPGPUs-performance and productivity

Sandra Wienke, Dmytro Plotnikov, Dieter an Mey, Christian Bischof, Ario Hardjosuwito, Christof Gorgels, Christian Brecher

Tags: Computational Engineering, Computer science, CUDA, nVidia, OpenCL, OpenMP

April 11, 2011 by hgpu

Context-aware volume navigation

Stefan Diepenbrock, Timo Ropinski, Klaus Hinrichs

Tags: Computer science, OpenCL, Rendering, Visualization

April 7, 2011 by hgpu

Practical examples of GPU computing optimization principles

Goorts, Patrik; Rogmans, Sammy; Vanden Eynde, Steven; Bekaert, Philippe;

Tags: Computer science, CUDA, DirectCompute, nVidia, OpenCL, Programming techniques

April 7, 2011 by hgpu

A Static Task Partitioning Approach for Heterogeneous Systems Using OpenCL

Dominik Grewe, Michael O'Boyle

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Source codes

Tags: ATI, ATI Radeon HD 5970, Benchmarking, Computer science, Heterogeneous systems, OpenCL, Package, Task scheduling

April 4, 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

OpenCL based machine learning labeling of biomedical datasets

Whole-function vectorization

Gemma in April: A matrix-like parallel programming architecture on OpenCL

Twin peaks: a software platform for heterogeneous computing on general-purpose and graphics processors

Accelerated polyhedral visual hulls using OpenCL

Automatically generating and tuning GPU code for sparse matrix-vector multiplication from a high-level representation

OpenCL/OpenGL aproach for studying active Brownian motion

Memory Saving Discrete Fourier Transform on GPUs

Simulation of bevel gear cutting with GPGPUs-performance and productivity

Context-aware volume navigation

Practical examples of GPU computing optimization principles

A Static Task Partitioning Approach for Heterogeneous Systems Using OpenCL

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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