high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Computer science

GPU Sparse Matrix Multiplication with CUDA

Sean Rose

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Matrix multiplication, nVidia, Sparse matrix, Tutorial

May 9, 2013 by hgpu

OpenCL Implementation of Motion Estimation for Cloud Video Processing

Raffaele Gaetano, Beatrice Pesquet-Popescu

View

Download (PDF)

Tags: Algorithms, Cloud, Computer science, nVidia, OpenCL, Tesla C1060

May 9, 2013 by hgpu

libWater: Heterogeneous Distributed Computing Made Easy

Ivan Grasso, Simone Pellegrini, Biagio Cosenza, Thomas Fahringer

View

Download (PDF)

Tags: ATI, ATI Radeon HD 5870, Computer science, CUDA, Distributed computing, Heterogeneous systems, MPI, nVidia, nVidia GeForce GTX 460, nVidia GeForce GTX 480, OpenCL

May 9, 2013 by hgpu

Parallel Implementations of a Disparity Estimation Algorithm Based on a Proximal Splitting Method

R. Gaetano, G. Chierchia, B. Pesquet-Popescu

View

Download (PDF)

Tags: Algorithms, Computer science, nVidia, OpenCL, Optimization, Stereo vision, Tesla C1060

May 9, 2013 by hgpu

Programming and Performance of Graphics Processors in Shock Waves Simulation by Finite Volume Method

Chi-Jer Yu, Chii-Tung Liu

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Finite volume method, nVidia, nVidia GeForce GTX 280

May 8, 2013 by hgpu

Construction and Implementation of a Simple Agent-Based System on GPU-Architectures

Gunter Schneckenreither, Stefan Hepp, Daniel Prokesch

View

Download (PDF)

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

May 8, 2013 by hgpu

Parallel Chen-Han (PCH) Algorithm for Discrete Geodesics

Xiang Ying, Shi-Qing Xin, Ying He

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Geodesic Distances, Graphics, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 470, nVidia GeForce GTX 580

May 8, 2013 by hgpu

Somoclu: An Efficient Distributed Library for Self-Organizing Maps

Peter Wittek

View

Download (PDF)

Source codes

Tags: Computer science, CUDA, Mathematical Software, MPI, Neural and Evolutionary Computing, nVidia, Package, Self-organizing map, Tesla M2050, Text mining

May 8, 2013 by hgpu

Performance impact of dynamic parallelism on different clustering algorithms

Jeffrey DiMarco, Michela Taufer

View

Download (PDF)

Tags: Algorithms, Clustering, Computer science, CUDA, Hierarchical clustering, nVidia, Tesla K20

May 7, 2013 by hgpu

Color and motion-based particle filter target tracking in a network of overlapping cameras with multi-threading and GPGPU

Francisco Madrigal, Jean-Bernard Hayet

View

Download (PDF)

Tags: Algorithms, Bayesian, Computer science, CUDA, nVidia, nVidia GeForce 9400 M

May 7, 2013 by hgpu

Critical Links Detection using CUDA

Thomas Schnabl

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia, nVidia GeForce GTX 560 Ti, Thesis

May 7, 2013 by hgpu

Optimizing CUDA Code By Kernel Fusion – Application on BLAS

Jiri Filipovic, Matus Madzin, Jan Fousek, Ludek Matyska

View

Download (PDF)

Tags: BLAS, Code generation, Computer science, CUBLAS, CUDA, nVidia, nVidia GeForce GTX 480

May 7, 2013 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

* * *

high performance computing on graphics processing units: hgpu.org

Applications

GPU Sparse Matrix Multiplication with CUDA

libWater: Heterogeneous Distributed Computing Made Easy

Parallel Implementations of a Disparity Estimation Algorithm Based on a Proximal Splitting Method

Programming and Performance of Graphics Processors in Shock Waves Simulation by Finite Volume Method

Construction and Implementation of a Simple Agent-Based System on GPU-Architectures

Parallel Chen-Han (PCH) Algorithm for Discrete Geodesics

Somoclu: An Efficient Distributed Library for Self-Organizing Maps

Performance impact of dynamic parallelism on different clustering algorithms

Color and motion-based particle filter target tracking in a network of overlapping cameras with multi-threading and GPGPU

Critical Links Detection using CUDA

Optimizing CUDA Code By Kernel Fusion – Application on BLAS

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

Most viewed papers (last 30 days)