high performance computing on graphics processing units: hgpu.org

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Parallel Processing of the Building-Cube Method on a GPU Platform

Kazuhiko Komatsu, Takashi Soga, Ryusuke Egawa, Hiroyuki Takizawa, Hiroaki Kobayashi, Shun Takahashi, Daisuke Sasaki, Kazuhiro Nakahashi

Tags: Fluid dynamics, GPU cluster

January 14, 2011 by hgpu

Taming irregular EDA applications on GPUs

Yangdong S. Deng, Bo D. Wang, Shuai Mu

Tags: CAD, Computer science, Programming techniques, Sparse matrix

January 13, 2011 by hgpu

Simulating Lattice Spin Models on Graphics Processing Units

Tal Levy, Guy Cohen, Eran Rabani

Tags: Chemistry, CUDA, Monte Carlo simulation, nVidia, Physics

January 13, 2011 by hgpu

GPU accelerated biochemical network simulation

Yanxiang Zhou, Juliane Liepe, Xia Sheng, Michael P. H. Stumpf, Chris Barnes

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Tags: Bioinformatics, Biology, CUDA, GPU cluster, nVidia, Package, Tesla C2050

January 13, 2011 by hgpu

Cardiac simulation on multi-GPU platform

Venkata Nimmagadda, Ali Akoglu, Salim Hariri, Talal Moukabary

Tags: GPU cluster, Medicine, PDEs

January 13, 2011 by hgpu

190 TFlops Astrophysical N-body Simulation on a Cluster of GPUs

Tsuyoshi Hamada, Keigo Nitadori

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Tags: Astrophysics, CUDA, GPU cluster, N-body simulation, nVidia, nVidia GeForce GTX 295, OpenMPI, Physics

January 13, 2011 by hgpu

Fitting Galaxies on GPUs

Benjamin R. Barsdell, David G. Barnes, Christopher J. Fluke

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Tags: Astrophysics, CUDA, FFT, Galaxy Astrophysics, Instrumentation and Methods for Astrophysics, nVidia, Physics, Tesla C1060

January 13, 2011 by hgpu

Hardware-Assisted Projected Tetrahedra

Andre Maximo, Ricardo Marroquim, Ricardo Farias

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Tags: Computer science, CUDA, Image generation, nVidia, nVidia GeForce 8800 GTX, Rendering, Sorting

January 13, 2011 by hgpu

Accelerating SSL with GPUs

Keon Jang, Sangjin Han, Seungyeop Han, Sue B. Moon, KyoungSoo Park

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Tags: Computer science, CUDA, Networks, nVidia, nVidia GeForce GTX 480, Security

January 13, 2011 by hgpu

Rapid evaluation and evolution of neural models using graphics card hardware

Thomas F. Clayton, Leena N. Patel, Gareth Leng, Alan F. Murray, Iain A.B. Lindsay

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Tags: Algorithms, Bioinformatics, Biology, CUDA, Evolutionary Computations, nVidia, nVidia GeForce 8800 GTX

January 13, 2011 by hgpu

GPU-PIV

Thomas Schiwietz, Rudiger Westermann

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Tags: ATI, ATI Radeon 9800 XT, Computer science, FFT, Image processing, OpenGL

January 13, 2011 by hgpu

A Scalable and Reconfigurable Shared-Memory Graphics Cluster Architecture

Ross Brennan, Michael Manzke, Keith O'Conor, John Dingliana and Carol O'Sullivan

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Tags: Computer science, FPGA, GPU cluster, Memory, OpenGL

January 13, 2011 by hgpu

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

Scalable Access-Pattern Aware I/O Acceleration and Multi-Tiered Data Management for HPC and AI Workloads

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

Analyzing the Performance Portability of SYCL across CPUs, GPUs, and Hybrid Systems with Protein Database Search

tdg-benchs: benchmarks used to test the performance of taskgraph

Leveraging the potential of task-based programming with OpenMP task graphs

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Parallel Processing of the Building-Cube Method on a GPU Platform

Taming irregular EDA applications on GPUs

Simulating Lattice Spin Models on Graphics Processing Units

GPU accelerated biochemical network simulation

Cardiac simulation on multi-GPU platform

190 TFlops Astrophysical N-body Simulation on a Cluster of GPUs

Fitting Galaxies on GPUs

Hardware-Assisted Projected Tetrahedra

Accelerating SSL with GPUs

Rapid evaluation and evolution of neural models using graphics card hardware

GPU-PIV

A Scalable and Reconfigurable Shared-Memory Graphics Cluster Architecture

Recent source codes

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

HPX: a C++ Standard Library for Concurrency and Parallelism

TorchQC: Quantum Dynamics and Machine Learning

Matrix multiplication using Tensor Cores in CUDA

CPP Joules: Energy Measurement tool for CPP/CUDA programs

HPC-Coder-v2

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

tdg-benchs: benchmarks used to test the performance of taskgraph

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