high performance computing on graphics processing units: hgpu.org

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targetDP: an Abstraction of Lattice Based Parallelism with Portable Performance

Alan Gray, Kevin Stratford

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Tags: CUDA, Data parallelism, Fluid dynamics, Intel Xeon Phi, Lattice Boltzmann model, nVidia, Tesla K40

May 20, 2014 by hgpu

Multi-GPU Accelerated Parallel Algorithm of Wallis Transformation for Image Enhancement

Han Xiao, Yu-Pu Song, Qing-Lei Zhou

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Tags: Algorithms, CUDA, Filtering, Image processing, nVidia, nVidia GeForce GTX 580, Sensing

May 20, 2014 by hgpu

Exploiting Parallelism in GPUs

Blake Alan Hechtman

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Tags: Computer science, CUDA, Heterogeneous systems, nVidia, OpenCL, Thesis

May 20, 2014 by hgpu

Parallel Approaches to Edit Distance and Approximate String Matching

Cary Yang, Kevin Zhang

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, String matching

May 20, 2014 by hgpu

A Step towards Energy Efficient Computing: Redesigning A Hydrodynamic Application on CPU-GPU

Tingxing Dong, Veselin Dobrev, Tzanio Kolev, Robert Rieben, Stanimire Tomov, Jack Dongarra

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Tags: Computer science, CUDA, FEM, Finite element method, Linear Algebra, nVidia, Tesla K20

May 20, 2014 by hgpu

An OpenCL Runtime and Scheduler for Embedded Multicore DSP Parallel Systems

Li Tian, Fugen Zhou, Cai Meng

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Tags: Computer science, DSP, Embedded high-performance computing, nVidia, OpenCL, Task scheduling

May 18, 2014 by hgpu

StarPU-MPI: Task Programming over Clusters of Machines Enhanced with Accelerators

Cedric Augonnet, Olivier Aumage, Nathalie Furmento, Samuel Thibault, Raymond Namyst

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Tags: Computer science, CUDA, Heterogeneous systems, MPI, nVidia, OpenCL, Tesla M2070

May 18, 2014 by hgpu

Relativistic hydrodynamics on graphics processing units

Jan Sikorski, Sebastian Cygert, Joanna Porter-Sobieraj, Marcin Slodkowski, Piotr Krzyzanowski, Natalia Ksiazek, Przemyslaw Duda

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Tags: CUDA, hydrodynamics, Nuclear physics, nVidia, Physics

May 18, 2014 by hgpu

Paralleizing AwSpPCA for robust facial recognition using CUDA

Syed Amer Zawad

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Tags: Computer science, Computer vision, CUDA, Image recognition, nVidia, nVidia GeForce GTX 660, nVidia GeForce GTX 780, Thesis

May 18, 2014 by hgpu

Parallel Optical Flow Detection Using CUDA

Khalid Hossen, Hasan Mahmud

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 660, nVidia GeForce GTX 780, Optical flow, Thesis

May 18, 2014 by hgpu

Evolutionary Simulation of Life Using CUDA

Adam Call

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Tags: Computer science, CUDA, Evolutionary Computations, Neural networks, nVidia

May 17, 2014 by hgpu

Investigating the Impact of Data Parallelism and GPU Technology on Computer Gaming

Abu Asaduzzaman, Deepthi Gummadi

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Tags: Computer science, CUDA, Data parallelism, Games, nVidia, Tesla C2075

May 17, 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

targetDP: an Abstraction of Lattice Based Parallelism with Portable Performance

Multi-GPU Accelerated Parallel Algorithm of Wallis Transformation for Image Enhancement

Exploiting Parallelism in GPUs

Parallel Approaches to Edit Distance and Approximate String Matching

A Step towards Energy Efficient Computing: Redesigning A Hydrodynamic Application on CPU-GPU

An OpenCL Runtime and Scheduler for Embedded Multicore DSP Parallel Systems

StarPU-MPI: Task Programming over Clusters of Machines Enhanced with Accelerators

Relativistic hydrodynamics on graphics processing units

Paralleizing AwSpPCA for robust facial recognition using CUDA

Parallel Optical Flow Detection Using CUDA

Evolutionary Simulation of Life Using CUDA

Investigating the Impact of Data Parallelism and GPU Technology on Computer Gaming

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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