high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Computer science

XBOOLE-CUDA: Fast Boolean Operations on the GPU

Bernd Steinbach, Matthias Werner

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 690, Tesla C2070

September 29, 2014 by hgpu

An hybrid AES-256-GCM implementation for NEON CPU & CUDA GPU

Romain Dolbeau

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Tags: AES, Computer science, CUDA, nVidia, nVidia GeForce GT 620, Package, Security

September 28, 2014 by hgpu

A Study of the Potential of Locality-Aware Thread Scheduling for GPUs

Cedric Nugteren, Gert-Jan van den Braak, Henk Corporaal

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Tags: Computer science, CUDA, Matrix multiplication, nVidia, nVidia GeForce GTX 580, OpenCL, Task scheduling

September 28, 2014 by hgpu

NAS Parallel Benchmarks for GPGPUs using a Directive-based Programming Model

Rengan Xu, Xiaonan Tian, Sunita Chandrasekaran, Yonghong Yan, Barbara Chapman

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Tags: Benchmarking, Computer science, CUDA, MPI, nVidia, OpenACC, Tesla K20

September 28, 2014 by hgpu

Accelerating Phylogenetic Inference on GPUs: an OpenACC and CUDA comparison

Lidia Kuan, Joao Neves, Frederico Pratas, Pedro Tomas, Leonel Sousa

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 580, OpenACC, Performance, Tesla K20

September 28, 2014 by hgpu

An open source finite-difference time-domain solver for room acoustics using graphics processing units

Jukka Saarelma, Lauri Savioja

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Tags: Acoustics, Computer science, CUDA, FDTD, Finite-difference time-domain, nVidia, nVidia GeForce GTX 690, OpenGL, Package, Visualization

September 25, 2014 by hgpu

Study on semi-global matching algorithm extended for multi baseline matching and parallel processing method based on GPU

Zhaohua Liu, Yuxia Yang

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

September 25, 2014 by hgpu

Performance Evaluation of Edge Detection Techniques on GPU Using OpenCL

Aruna Dore, Sunitha Lasrado

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Tags: Computer science, Edge detection, nVidia, nVidia GeForce GTX 470, OpenCL

September 25, 2014 by hgpu

MASCOT: Fast and Highly Scalable SVM Cross-validation using GPUs and SSDs

Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao, Jianzhong Qi, Kerry Taylor

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 460, Vector Machine

September 25, 2014 by hgpu

Scalability Analysis of Parallel Algorithms on GPU Clusters

Fengshun Lu, Yufei Pang, Fukang Yin

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Tags: Algorithms, Benchmarking, Computer science, CUDA, GPU cluster, nVidia, Tesla M2050

September 25, 2014 by hgpu

High performance histogramming on massively parallel processors

Wen-Mei Hwu

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Tags: Computer science, Computer vision, CUDA, Databases, Machine learning, nVidia, nVidia GeForce GTX 570, nVidia GeForce GTX 780, Thesis

September 20, 2014 by hgpu

Parallel Hierarchical Clustering on the GPU

Ursula Reiterer

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Tags: Algorithms, Clustering, Computer science, nVidia, nVidia GeForce GT 650 M, OpenCL, PTX, Thesis

September 20, 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

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high performance computing on graphics processing units: hgpu.org

Applications

XBOOLE-CUDA: Fast Boolean Operations on the GPU

An hybrid AES-256-GCM implementation for NEON CPU & CUDA GPU

A Study of the Potential of Locality-Aware Thread Scheduling for GPUs

NAS Parallel Benchmarks for GPGPUs using a Directive-based Programming Model

Accelerating Phylogenetic Inference on GPUs: an OpenACC and CUDA comparison

An open source finite-difference time-domain solver for room acoustics using graphics processing units

Study on semi-global matching algorithm extended for multi baseline matching and parallel processing method based on GPU

Performance Evaluation of Edge Detection Techniques on GPU Using OpenCL

MASCOT: Fast and Highly Scalable SVM Cross-validation using GPUs and SSDs

Scalability Analysis of Parallel Algorithms on GPU Clusters

High performance histogramming on massively parallel processors

Parallel Hierarchical Clustering on the 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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