high performance computing on graphics processing units: hgpu.org

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GPUs: An Oasis in the Supercomputing Desert

Waseem Kamleh

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Tags: High Energy Physics - Lattice, nVidia, Physics, Review

December 20, 2012 by hgpu

An Automatic Host and Device Memory Allocation Method for OpenMPC

Hiroaki Uchiyama, Tomoaki Tsumura, Hiroshi Matsuo

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Tags: Computer science, CUDA, Memory model, nVidia, nVidia GeForce GTX 280, OpenMP, Performance, Tesla C1060

December 20, 2012 by hgpu

A Parallel Preconditioned Bi-Conjugate Gradient Stabilized Solver for the Poisson Problem

Ning Zhao, Xuben Wang

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GT 610 M, Sparse matrix

December 20, 2012 by hgpu

IceCubes GPGPU’s cluster for extensive MC production

Martin Merck, Dmitry Chirkin, Juan Carlos Diaz Velez, Heath Skarlupka

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Tags: Computational Physics, CUDA, GPU cluster, Monte Carlo simulation, Nuclear physics, nVidia, Particle physics and field theory, Physics, Raytracing, Tesla M2070

December 20, 2012 by hgpu

Interactive Bi-scale Editing of Highly Glossy Materials

Kei Iwasaki, Yoshinori Dobashi, Tomoyuki Nishita

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Tags: 3D Graphics and Realism, Computer science, GLSL, nVidia, nVidia GeForce GTX 580, OpenGL, Rendering

December 20, 2012 by hgpu

Sparse Matrix Multiplication using CUDA and Mex Interface

Abhishek Deshpande

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Tags: Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia, nVidia GeForce GTX 480, Sparse matrix

December 20, 2012 by hgpu

Memory-Efficient Single-Pass GPU Rendering of Multi-fragment Effects

Wencheng Wang, Guofu Xie

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Tags: Computer science, nVidia, nVidia GeForce GTX 680, OpenGL, Rendering

December 18, 2012 by hgpu

Face Detection with Improved Local Binary Patterns in CUDA

Jeaff Wang, Richard Abrich

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Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 470

December 18, 2012 by hgpu

Implementation of Stereo Matching Using High Level Compiler for Parallel Computing Acceleration

Jinglin Zhang, Jean-Francois Nezan, Jean-Gabriel Cousin

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Tags: Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 550 Ti, nVidia Quadro FX 3700, OpenCL

December 18, 2012 by hgpu

Parallelisation of Shallow Water Simulation for Heterogeneous Architectures

Michail Emmanouil Pappas

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Tags: CUDA, Fluid dynamics, nVidia, nVidia Quadro FX 2000, OpenCL, Thesis

December 18, 2012 by hgpu

Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes

Peter Richtarik, Martin Takac, Selin Damla Ahipasaoglu

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Tags: CUBLAS, CUDA, Machine learning, nVidia, Package, Statistics

December 18, 2012 by hgpu

Implementation of 3D FFTs Across Multiple GPUs in Shared Memory Environments

Nimalan Nandapalan, Jiri Jaros, Alistair P Rendell, Bradley Treeby

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Tags: Computer science, CUDA, FFT, nVidia, nVidia GeForce GTX 580

December 18, 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

GPUs: An Oasis in the Supercomputing Desert

An Automatic Host and Device Memory Allocation Method for OpenMPC

A Parallel Preconditioned Bi-Conjugate Gradient Stabilized Solver for the Poisson Problem

IceCubes GPGPU’s cluster for extensive MC production

Interactive Bi-scale Editing of Highly Glossy Materials

Sparse Matrix Multiplication using CUDA and Mex Interface

Memory-Efficient Single-Pass GPU Rendering of Multi-fragment Effects

Face Detection with Improved Local Binary Patterns in CUDA

Implementation of Stereo Matching Using High Level Compiler for Parallel Computing Acceleration

Parallelisation of Shallow Water Simulation for Heterogeneous Architectures

Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes

Implementation of 3D FFTs Across Multiple GPUs in Shared Memory Environments

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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