high performance computing on graphics processing units: hgpu.org

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Datalog for GPUs

Carlos Alberto Martinez Angeles

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Tags: Computer science, CUDA, Databases, High-level Languages, nVidia, nVidia GeForce GTX 580, Thesis

November 3, 2013 by hgpu

Accelerated rescaling of single Monte Carlo simulation runs with the Graphics Processing Unit (GPU)

Owen Yang, Bernard Choi

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Tags: CUDA, Monte Carlo simulation, nVidia, nVidia GeForce GT 650 M, Optics, Package, Physics

November 3, 2013 by hgpu

Accelerating Inclusion-based Pointer Analysis on Heterogeneous CPU-GPU Systems

Yu Su, Ding Ye, Jingling Xue

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Tags: Algorithms, Computer science, CUDA, Heterogeneous systems, nVidia, Rendering, Tesla K20

November 3, 2013 by hgpu

N-Body Simulation Using GP-GPU: Evaluating Host/Device Memory Transference Overhead

Sergio M. Martin, Fernando G. Tinetti, Nicanor B. Casas, Graciela E. De Luca, Daniel A. Giulianelli

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Tags: Astrophysics, CUDA, Gravitation, N-body simulation, nVidia, nVidia GeForce GTX 550 Ti, Physics

November 3, 2013 by hgpu

Computer Tomography and Ultrasonography Image Registration Based on the Cooperation of GPU and CPU

Ying-Chih Lin, Chien-Liang Huang, Chin-Sheng Chen, Wen-Chung Chang, Yu-Jen Chen, Chia-Yuan Liu

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Tags: Algorithms, CUDA, Filtering, Image processing, Image registration, Medicine, nVidia, nVidia GeForce GTX 470, Tomography

November 2, 2013 by hgpu

Tridiagonalization of a dense symmetric matrix on multiple GPUs and its application to symmetric eigenvalue problems

Ichitaro Yamazaki, Tingxing Dong, Raffaele Solca, Stanimire Tomov, Jack Dongarra, Thomas Schulthess

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Tags: Algorithms, Computer science, CUDA, Heterogeneous systems, Linear Algebra, nVidia, Tesla C2050, Tesla M2090

November 2, 2013 by hgpu

Adjoint Algorithmic Differentiation of a GPU Accelerated Application

Jacques du Toit, Johannes Lotz, Uwe Naumann

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Tags: Algorithms, Computer science, CUDA, Mixed precision, Monte Carlo simulation, nVidia, Tesla K20

November 2, 2013 by hgpu

An MPI-CUDA Implementation for the Compression of DEM

Zeng Fei, Chen Yumin

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Tags: CUDA, Discrete Wavelet Transform, Earth and Space Sciences, Geoscience, GPU cluster, MPI, nVidia, nVidia GeForce GT 650 M

November 2, 2013 by hgpu

Communication Optimization for Multi GPU Implementation of Smith-Waterman Algorithm

Sampath Kumar, P. K. Baruah

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Tags: Algorithms, Biology, Computational biology, CUDA, Databases, nVidia, Sequence matching, Smith-Waterman algorithm, Tesla M2050

November 2, 2013 by hgpu

GPU Accelerated Blood Flow Computation using the Lattice Boltzmann Method

Cosmin Nita, Lucian Mihai Itu, Constantin Suciu, Constantin Suciu

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Tags: CUDA, Fluid dynamics, Lattice Boltzmann model, Medicine, nVidia, nVidia GeForce GTX 460, nVidia GeForce GTX 650, nVidia GeForce GTX 680

October 30, 2013 by hgpu

GPU-Based Image Segmentation Using Level Set Method With Scaling Approach

Zafer Guler, Ahmet Cinar

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Tags: Algorithms, CUDA, Image processing, MRI, nVidia, nVidia GeForce GTX 660 Ti, Partial differential equations, PDEs

October 30, 2013 by hgpu

An Evolutionary Approach to Parallel Computing Using GPU

Mohammad Naeemullah

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Tags: Algorithms, Computer science, CUDA, Memory model, nVidia

October 30, 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

Datalog for GPUs

Accelerated rescaling of single Monte Carlo simulation runs with the Graphics Processing Unit (GPU)

Accelerating Inclusion-based Pointer Analysis on Heterogeneous CPU-GPU Systems

N-Body Simulation Using GP-GPU: Evaluating Host/Device Memory Transference Overhead

Computer Tomography and Ultrasonography Image Registration Based on the Cooperation of GPU and CPU

Tridiagonalization of a dense symmetric matrix on multiple GPUs and its application to symmetric eigenvalue problems

Adjoint Algorithmic Differentiation of a GPU Accelerated Application

An MPI-CUDA Implementation for the Compression of DEM

Communication Optimization for Multi GPU Implementation of Smith-Waterman Algorithm

GPU Accelerated Blood Flow Computation using the Lattice Boltzmann Method

GPU-Based Image Segmentation Using Level Set Method With Scaling Approach

An Evolutionary Approach to Parallel Computing 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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