high performance computing on graphics processing units: hgpu.org

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GPU-based Steady-State Solution of the Chemical Master Equation

Marco Maggioni, Tanya Berger-Wolf, Jie Liang

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Tags: Biology, CUDA, Macromolecule, nVidia, nVidia GeForce GTX 580, Probability, Sparse matrix

May 1, 2013 by hgpu

ACL2 Meets the GPU: Formalizing a CUDA-based Parallelizable All-Pairs Shortest Path Algorithm in ACL2

David S. Hardin, Samuel S. Hardin

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Tags: Computer science, CUDA, Data Structures and Algorithms, Logic in Computer Science, nVidia, nVidia GeForce GT 650 M

May 1, 2013 by hgpu

Automatic Compilation for Heterogeneous Architectures with Single Assignment C

Miguel Sousa Diogo

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Tags: Code generation, Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 580, Thesis

April 30, 2013 by hgpu

Improving Numerical Accuracy for Non-Negative Matrix Multiplication on GPUs using Recursive Algorithms

Matthew Badin, Paolo D'Alberto, Lubomir Bic, Michael Dillencourt, Alexandru Nicolau

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Tags: Algorithms, BLAS, Computer science, CUDA, Matrix multiplication, nVidia, Performance, Tesla C2070

April 30, 2013 by hgpu

MPI Derived Datatypes Processing on Noncontiguous GPU-resident Data

John Jenkins, James Dinan, Pavan Balaji, Tom Peterka, Nagiza F. Samatova, Rajeev Thakur

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Tags: Algorithms, Computer science, CUDA, MPI, nVidia, Tesla C2050

April 30, 2013 by hgpu

High Performance Data Leak Detection

Xiaokui Shu, Jing Zhang, Danfeng (Daphne) Yao, Wu-Chun Feng

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Tags: Algorithms, Computer science, CUDA, nVidia, Security, Tesla C2050

April 30, 2013 by hgpu

Mr. Scan: Extreme Scale Density-Based Clustering using a Tree-Based Network of GPGPU Nodes

Benjamin Welton, Evan Samanas, Barton P. Miller

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Tags: Algorithms, Clustering, Computer science, CUDA, Data mining, nVidia, Tesla K20

April 30, 2013 by hgpu

RealTime GPU-Based Motion Planning for Task Executions

Chonhyon Park, Jia Pan, Dinesh Manocha

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

April 29, 2013 by hgpu

Multigrid Optimization Methods for High Performance Computing

Christian Wagner

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 470, Optimization, Thesis

April 29, 2013 by hgpu

Analysis of Multicore CPU and GPU Toward Parallelization of Total Focusing Method Ultrasound Reconstruction

Jason Lambert, Antoine Pedron, Guillaume Gens, Franck Bimbard, Lionel Lacassagne, Ekaterina Iakovleva, Stephane Le Berre

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 590, Physics, Ultrasound

April 29, 2013 by hgpu

Local Histogram Modification Based Contrast Enhancement with GPU Acceleration

Jiang Duan, Min Li, Haiyue Wen, Yingjie Peng

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GT 550 M

April 29, 2013 by hgpu

Split tiling for GPUs: automatic parallelization using trapezoidal tiles

Tobias Grosser, Albert Cohen, Paul H J Kelly, J. Ramanujam, P. Sadayappan, Sven Verdoolaege

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Source codes

Tags: Code generation, Compilers, Computer science, CUDA, nVidia, nVidia GeForce GTX 470, nVidia Quadro NVS 5200 M, Package, Performance

April 29, 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

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high performance computing on graphics processing units: hgpu.org

GPU-based Steady-State Solution of the Chemical Master Equation

ACL2 Meets the GPU: Formalizing a CUDA-based Parallelizable All-Pairs Shortest Path Algorithm in ACL2

Automatic Compilation for Heterogeneous Architectures with Single Assignment C

Improving Numerical Accuracy for Non-Negative Matrix Multiplication on GPUs using Recursive Algorithms

MPI Derived Datatypes Processing on Noncontiguous GPU-resident Data

High Performance Data Leak Detection

Mr. Scan: Extreme Scale Density-Based Clustering using a Tree-Based Network of GPGPU Nodes

RealTime GPU-Based Motion Planning for Task Executions

Multigrid Optimization Methods for High Performance Computing

Analysis of Multicore CPU and GPU Toward Parallelization of Total Focusing Method Ultrasound Reconstruction

Local Histogram Modification Based Contrast Enhancement with GPU Acceleration

Split tiling for GPUs: automatic parallelization using trapezoidal tiles

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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