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A Performance Model for Memory Bandwidth Constrained Applications on Graphics Engines

Lin Ma, Roger D. Chamberlain

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Tags: Biology, BLAST, Computational biology, CUDA, Hashing, nVidia, nVidia GeForce GTX 480, Performance

July 15, 2012 by hgpu

Optimizing All-to-All and Allgather Communications on GPGPU Clusters

Ashish Kumar Singh

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Tags: Computer science, CUDA, GPU cluster, MPI, nVidia, Tesla C2050, Thesis

July 14, 2012 by hgpu

New Techniques for Spectral Image Acquisition and Analysis

Jukka Antikainen

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 280, nVidia Quadro FX 3700, Thesis

July 14, 2012 by hgpu

Implementing the Approximate Message Passing (AMP) Algorithm on a GPU

Lukas Cavigelli, Pascal Alexander Hager

Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 560 Ti

July 14, 2012 by hgpu

GPU Based Computation of the Structural Tensor for Real-Time Figure Detection

Marcin Bugaj, Boguslaw Cyganek

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Source codes

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8400 M GS, nVidia Quadro FX 3800 M, Package

July 14, 2012 by hgpu

Linearised inversion with GPUs

Chris Leader, Robert Clapp

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Source codes

Tags: CUDA, Image processing, nVidia, Package, Tesla

July 13, 2012 by hgpu

Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs

A. Barberis, G. Danese, F. Leporati, A. Plaza, E. Torti

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Tags: Algorithms, CUBLAS, CUDA, Data acquisition, Earth and Space Sciences, Geoscience, Linear Algebra, nVidia, nVidia GeForce GTX 460

July 13, 2012 by hgpu

Development of Parallel Computation Tools

Pang Tao

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Tags: Computer science, CUDA, FEM, Finite element method, Laplace and Poisson equation, nVidia, Tesla C2075

July 13, 2012 by hgpu

A stand-alone Finite Difference Time Domain (FDTD) simulation for Integrated Optoelectronics Laboratory

Sathya Swaroop Ganta

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Tags: CUDA, Differential equations, Electrodynamics, FDTD, Finite difference, Finite-difference time-domain, Maxwell's equations, nVidia, nVidia GeForce 8400 GS, Optoelectronics, Python, Tesla C2075, Thesis

July 13, 2012 by hgpu

Fusion of Morphological Images for Airborne Target Detection

Alexander Wainwright, Jason J. Ford

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Tags: Collision detection, Computer science, CUDA, nVidia, nVidia GeForce GTX 590, Signal processing

July 13, 2012 by hgpu

Towards Parallel Programming Models for Predictability

Bjorn Lisper

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Tags: Computer science, CUDA, nVidia, OpenCL, Performance

July 12, 2012 by hgpu

CUDA implementation of the algorithm for simulating the epidemic spreading over large networks

Matija Sosic, Mile Sikic

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 570

July 12, 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

See all packages

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high performance computing on graphics processing units: hgpu.org

A Performance Model for Memory Bandwidth Constrained Applications on Graphics Engines

Optimizing All-to-All and Allgather Communications on GPGPU Clusters

New Techniques for Spectral Image Acquisition and Analysis

Implementing the Approximate Message Passing (AMP) Algorithm on a GPU

GPU Based Computation of the Structural Tensor for Real-Time Figure Detection

Linearised inversion with GPUs

Real-Time Implementation of the Vertex Component Analysis Algorithm on GPUs

Development of Parallel Computation Tools

A stand-alone Finite Difference Time Domain (FDTD) simulation for Integrated Optoelectronics Laboratory

Fusion of Morphological Images for Airborne Target Detection

Towards Parallel Programming Models for Predictability

CUDA implementation of the algorithm for simulating the epidemic spreading over large networks

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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