high performance computing on graphics processing units: hgpu.org

Programming

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Deterministic Parallelism

Alan Leung

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Tags: Computer science, CUDA, nVidia

September 27, 2012 by hgpu

GPU-based tuning of quantum-inspired genetic algorithm for a combinatorial optimization problem

R. Nowotniak, J. Kucharski

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Tags: Algorithms, Computer science, CUDA, Metaheuristics, nVidia, nVidia GeForce GTX 295, Optimization

September 27, 2012 by hgpu

GPU Acceleration of Image Convolution using Spatially-varying Kernel

Steven Hartung, Hemant Shukla, J. Patrick Miller, Carlton Pennypacker

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Tags: Algorithms, Astrophysics, CUDA, FFT, Image processing, Instrumentation and Methods for Astrophysics, nVidia, nVidia GeForce GTX 465

September 27, 2012 by hgpu

Improved Row-Grouped CSR Format for Storing of Sparse Matrices on GPU

Tomas Oberhuber, Martin Heller

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Tags: Computer science, CUDA, nVidia, Optimization, Sparse matrix, Tesla C2070

September 26, 2012 by hgpu

A Parallel Auxiliary Grid AMG Method for GPU

Lu Wang, Xiaozhe Hu, Jonathan Cohen, Jinchao Xu

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Tags: Algorithms, Computer science, CUDA, Numerical Analysis, nVidia, Tesla C2070

September 26, 2012 by hgpu

Accelerating Iterative SpMV for Discrete Logarithm Problem using GPUs

Hamza Jeljeli

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Tags: Algorithms, Computer science, CUDA, Modular arithmetic, nVidia, nVidia GeForce GTX 580, Security, Sparse matrix

September 26, 2012 by hgpu

GPF: a framework for general packet classification on GPU co-processors

Alastair Nottingham

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Tags: Computer science, CUDA, Network communications, nVidia, nVidia GeForce GTX 480, Security, Thesis

September 25, 2012 by hgpu

Implementation and Analysis of AES Encryption on GPU

Qinjian Li, Chengwen Zhong, Kaiyong Zhao, Xinxin Mei, Xiaowen Chu

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Tags: AES, Algorithms, Computer science, CUDA, nVidia, Security, Tesla C2050

September 25, 2012 by hgpu

Speeding up Scoring Module of Mass Spectrometry Based Protein Identification by GPU

You Li, Xiaowen Chu

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Tags: Bioinformatics, Biology, CUDA, Databases, nVidia, nVidia GeForce GTX 280, Spectrometry

September 25, 2012 by hgpu

GPU Accelerated Lambert Solution Methods for the Orbital Targeting Problem

Sam Wagner, Bong Wie

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Tags: Astrophysics, CUDA, Earth and Space Sciences, Fortran, nVidia, Tesla C2060

September 25, 2012 by hgpu

GPU in Physics Computation: Case Geant4 Navigation

Otto Seiskari, Jukka Kommeri, Tapio Niemi

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Tags: Computational Physics, CUDA, nVidia, nVidia GeForce GTX 470, Physics

September 25, 2012 by hgpu

Sound Speed Optimization Using Image Texture on CUDA

Xingwu He, Huaguo Yin, Honglin Zhou, Xia Zhang

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GTX 560, Optimization, Ultrasound

September 24, 2012 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

Programming

Deterministic Parallelism

GPU-based tuning of quantum-inspired genetic algorithm for a combinatorial optimization problem

GPU Acceleration of Image Convolution using Spatially-varying Kernel

Improved Row-Grouped CSR Format for Storing of Sparse Matrices on GPU

A Parallel Auxiliary Grid AMG Method for GPU

Accelerating Iterative SpMV for Discrete Logarithm Problem using GPUs

GPF: a framework for general packet classification on GPU co-processors

Implementation and Analysis of AES Encryption on GPU

Speeding up Scoring Module of Mass Spectrometry Based Protein Identification by GPU

GPU Accelerated Lambert Solution Methods for the Orbital Targeting Problem

GPU in Physics Computation: Case Geant4 Navigation

Sound Speed Optimization Using Image Texture on CUDA

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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