high performance computing on graphics processing units: hgpu.org

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A CUDA-enabled Parallel Implementation of Collaborative Filtering

Zhongya Wang, Ying Liu, Pengshan Ma

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Tags: Algorithms, Computer science, CUDA, Filtering, nVidia, Tesla C2070

June 1, 2014 by hgpu

GPU Ray Tracing with CUDA

Tom A. Pitkin

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 570, Raytracing, Rendering, Thesis

May 31, 2014 by hgpu

Parallel SAT solvers and their application in automatic parallelization

Jaime Kirch da Silveira

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GT 630 M, SAT, Thesis

May 31, 2014 by hgpu

Fast parallel volume visualization on CUDA technology

Adeshina Adekunle Micheal

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Tags: Computer science, CUDA, nVidia, Thesis, Visualization

May 31, 2014 by hgpu

Cytochrome P450 site of metabolism prediction from 2D topological fingerprints using GPU accelerated probabilistic classifiers

J.D. Tyzack, H.Y. Mussa, M.J. Williamson,J. Kirchmair, R.C. Glen.

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Source codes

Tags: Biochemistry, CUDA, Machine learning, nVidia, nVidia GeForce GT 640, nVidia Tesla C2075

May 31, 2014 by hgpu

Bulk Execution of Oblivious Algorithms on the Unified Memory Machine, with GPU Implementation

Kazuya Tani, Daisuke Takafuji, Koji Nakano, Yasuaki Ito

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Tags: Algorithms, Computer science, CUDA, Memory model, nVidia, nVidia GeForce GTX 680, nVidia GeForce GTX Titan, Programming techniques

May 31, 2014 by hgpu

CPU, GPU and FPGA Implementations of MALD: Ceramic Tile Surface Defects Detection Algorithm

Tomislav Matic, Ivan Aleksi, Zeljko Hocenski

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Tags: Computer science, Computer vision, CUDA, FPGA, nVidia, nVidia GeForce 9800 GT

May 30, 2014 by hgpu

Unified Particle Physics for Real-Time Applications

Miles Macklin, Matthias Muller, Nuttapong Chentanez, Tae-Yong Kim

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Tags: 3D Graphics and Realism, Computer science, CUDA, Fluid simulation, nVidia, nVidia GeForce GTX 680

May 30, 2014 by hgpu

Massive exploration of perturbed conditions of the blood coagulation cascade through GPU parallelization

Paolo Cazzaniga, Marco S. Nobile, Daniela Besozzi, Matteo Bellini, Giancarlo Mauri

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Tags: Bioinformatics, Biology, Computational biology, CUDA, Differential equations, nVidia, ODEs, Ordinary differential equations, Tesla K20

May 30, 2014 by hgpu

Simulating of query processing on multiprocessor database systems with modern coprocessors

Konstantin Y. Besedin, Pavel S. Kostenetskiy

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Tags: Computer science, CUDA, Databases, Intel Xeon Phi, nVidia, OpenMP, Tesla X2070

May 29, 2014 by hgpu

Performance Evaluation of Quicksort with GPU Dynamic Parallelism for Gene-Expression Quantile Normalization

Roberto Pinto Souto, Carla Osthoff, Douglas Augusto, Oswaldo Trelles, Ana Tereza Ribeiro de Vasconcelos

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Tags: Algorithms, Bioinformatics, Biology, CUDA, nVidia, Sorting, Tesla K20

May 29, 2014 by hgpu

Heterogeneous Computing for Solving System of the Linear Equations by the Conjugate Gradient Method

Eduard Bondarenko

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Tags: Computer science, Conjugate gradient solver, CUBLAS, CUDA, Linear Algebra, nVidia, nVidia GeForce GTX 650 Ti, OpenACC

May 29, 2014 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 CUDA-enabled Parallel Implementation of Collaborative Filtering

GPU Ray Tracing with CUDA

Parallel SAT solvers and their application in automatic parallelization

Fast parallel volume visualization on CUDA technology

Cytochrome P450 site of metabolism prediction from 2D topological fingerprints using GPU accelerated probabilistic classifiers

Bulk Execution of Oblivious Algorithms on the Unified Memory Machine, with GPU Implementation

CPU, GPU and FPGA Implementations of MALD: Ceramic Tile Surface Defects Detection Algorithm

Unified Particle Physics for Real-Time Applications

Massive exploration of perturbed conditions of the blood coagulation cascade through GPU parallelization

Simulating of query processing on multiprocessor database systems with modern coprocessors

Performance Evaluation of Quicksort with GPU Dynamic Parallelism for Gene-Expression Quantile Normalization

Heterogeneous Computing for Solving System of the Linear Equations by the Conjugate Gradient Method

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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