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Effect of GPU Communication-Hiding for SpMV Using OpenACC

Olav Aanes Fagerlund, Takeshi Kitayama, Gaku Hashimoto, Hiroshi Okuda

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Tags: Algorithms, ATI, ATI Radeon HD 7970, Computer science, FEM, Finite element method, OpenACC, Sparse matrix

August 15, 2014 by hgpu

Numerical Computations with GPUs

Volodymyr Kindratenko

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Tags: Algorithms, ATI, Book, Computer science, CUDA, Differential equations, FFT, Linear Algebra, Mathematics, Numerical simulation, nVidia, OpenCL, Pseudo-random number generators, Software Engineering

August 13, 2014 by hgpu

Improved GPU Co-processor Sorting Algorithm with Barrier Synchronization

K. Avinash, Monu Pandey, Ajinkya Deshpande, M. Rajasekhara Babu

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 260, Sorting

August 13, 2014 by hgpu

Accelerating Fruchterman-Reingold with OpenCL

Gerrit Krijnen

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce GT 740 M, OpenCL, Rendering, Thesis, Visualization

August 11, 2014 by hgpu

MPI-GIS: New Parallel Overlay Algorithm and System Prototype

Satish Puri, Sushil K. Prasad

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Tags: Algorithms, Computer science, CUDA, Electronic design automation, Heterogeneous systems, MPI, nVidia, nVidia GeForce GTX 780

August 11, 2014 by hgpu

A Memory-Efficient Algorithm for Large-Scale Symmetric Tridiagonal Eigenvalue Problem on Multi-GPU Systems

Hyunsu Cho, Peter A. Yoon

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Tags: Algorithms, Computer science, CUDA, Linear Algebra, nVidia, Package, Tesla K20

August 11, 2014 by hgpu

UAV Path Planning with Parallel Genetic Algorithms on CUDA Architecture

Ugur Cekmez, Mustafa Ozsiginan, Musa Aydin, Ozgur Koray Sahingoz

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 680, Path problems

August 11, 2014 by hgpu

Parallel Breadth First Search on GPU Clusters

Zhisong Fu, Harish Kumar Dasari, Martin Berzins, Bryan Thompson

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Tags: Algorithms, Computer science, CUDA, GPU cluster, Graph theory, Network communications, nVidia, Package, Tesla K20

August 11, 2014 by hgpu

An Improved Image Segmentation Algorithm Based on GPU Parallel Computing

Haiyang Li, Zhaofeng Yang, Hongzhou He

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 260

August 10, 2014 by hgpu

GPU Parallel Implementation of the Approximate K-SVD Algorithm Using OpenCL

Paul Irofti, Bogdan Dumitrescu

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Tags: Algorithms, ATI, ATI FirePro V8800, OpenCL, Signal processing

August 9, 2014 by hgpu

On the Fly Porn Video Blocking Using Distributed Multi-GPU and Data Mining Approach

Urvesh Devani, Valmik B. Nikam, B.B. Meshram

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Tags: Algorithms, CUDA, Data mining, Filtering, Image processing, nVidia

August 7, 2014 by hgpu

Dense Arithmetic over Finite Fields with the CUMODP Library

Sardar Anisul Haquen, Xin Li, Farnam Mansouri, Marc Moreno Maza, Wei Pan, Ning Xie

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Tags: Algorithms, Computer science, CUDA, FFT, Linear Algebra, Mathematics, nVidia, Package, Tesla C2050

August 7, 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

Effect of GPU Communication-Hiding for SpMV Using OpenACC

Numerical Computations with GPUs

Improved GPU Co-processor Sorting Algorithm with Barrier Synchronization

Accelerating Fruchterman-Reingold with OpenCL

MPI-GIS: New Parallel Overlay Algorithm and System Prototype

A Memory-Efficient Algorithm for Large-Scale Symmetric Tridiagonal Eigenvalue Problem on Multi-GPU Systems

UAV Path Planning with Parallel Genetic Algorithms on CUDA Architecture

Parallel Breadth First Search on GPU Clusters

An Improved Image Segmentation Algorithm Based on GPU Parallel Computing

GPU Parallel Implementation of the Approximate K-SVD Algorithm Using OpenCL

On the Fly Porn Video Blocking Using Distributed Multi-GPU and Data Mining Approach

Dense Arithmetic over Finite Fields with the CUMODP Library

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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