high performance computing on graphics processing units: hgpu.org

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A streaming model for nested data parallelism

Frederik M. Madsen

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Tags: Algorithms, Computer science, CUDA, Data parallelism, nVidia, Thesis

September 21, 2013 by hgpu

A GPU Implementation of Parallel Constraint-based Local Search

Alejandro Arbelaez, Philippe Codognet

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Tags: Algorithms, Computer science, CUDA, nVidia, Search, Tesla C2075

September 21, 2013 by hgpu

GPU Accelerated Parameter Estimation by Global Optimization using Interval Analysis

Mads B. Eriksen, Soren Rasmussen

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 465, nVidia GeForce GTX 580, nVidia GeForce GTX Titan, Thesis

September 21, 2013 by hgpu

Preconditioned conjugate gradient solver for structural problems

Xiangge Li

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Tags: Computer science, Conjugate gradient solver, CUDA, nVidia, Physics, Tesla M2070

September 20, 2013 by hgpu

Can GPUs Sort Strings Efficiently?

Aditya Deshpande, P. J. Narayanan

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 580, Sorting, Tesla K20

September 20, 2013 by hgpu

ClusterWatch: Flexible, Lightweight Monitoring for High-end GPGPU Clusters

Magdalena Slawinska, Karsten Schwan, Greg Eisenhauer

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Tags: Computer science, CUDA, GPU cluster, nVidia, Tesla M2090

September 20, 2013 by hgpu

The Security of Key Derivation Functions in WINRAR

Jie Chen, Jun Zhou, Kun Pan, Shuqiang Lin, Cuicui Zhao, Xiaochao Li

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Tags: ATI, ATI Radeon HD 5970, Computer science, nVidia, nVidia GeForce GTX 480, OpenCL, Security

September 20, 2013 by hgpu

Workload Analysis and Efficient OpenCL-based Implementation of SIFT Algorithm on a Smartphone

Guohui Wang, Blaine Rister, Joseph R. Cavallaro

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Tags: ARM, Computational Complexity, Computer science, Computer vision, OpenCL, SIFT

September 20, 2013 by hgpu

Exponential Integrators on Graphics Processing Units

Lukas Einkemmer, Alexander Ostermann

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Tags: Computer science, CUDA, Differential equations, Numerical Analysis, nVidia, Tesla C1060, Tesla C2075

September 20, 2013 by hgpu

Adjustable GPU Acceleration for Hermitian Eigensystems

Michael T. Garba, Horacio Gonzalez-Velez, Daniel L. Roach

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Tags: Computer science, CUDA, Linear Algebra, nVidia, Tesla C2050

September 18, 2013 by hgpu

Sparse Matrix Algorithms Using GPGPU

Kaupo Kuresson

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Source codes

Tags: Algorithms, ATI, ATI Radeon HD 5870, Computer science, nVidia, OpenCL, Package, Sparse matrix, Tesla S1070, Tesla T10, Thesis

September 18, 2013 by hgpu

Acceleration of recovery simulation on big model using GPU

T. T. Bekibayev, B. K. Assilbekov, U. K. Zhapbasbayev

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 560 Ti

September 18, 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

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high performance computing on graphics processing units: hgpu.org

Applications

A streaming model for nested data parallelism

A GPU Implementation of Parallel Constraint-based Local Search

GPU Accelerated Parameter Estimation by Global Optimization using Interval Analysis

Preconditioned conjugate gradient solver for structural problems

Can GPUs Sort Strings Efficiently?

ClusterWatch: Flexible, Lightweight Monitoring for High-end GPGPU Clusters

The Security of Key Derivation Functions in WINRAR

Workload Analysis and Efficient OpenCL-based Implementation of SIFT Algorithm on a Smartphone

Exponential Integrators on Graphics Processing Units

Adjustable GPU Acceleration for Hermitian Eigensystems

Sparse Matrix Algorithms Using GPGPU

Acceleration of recovery simulation on big model using GPU

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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