high performance computing on graphics processing units: hgpu.org

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GPU-Enabled AI

Mark Ingebretsen

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Tags: Artificial intelligence, Computer science, nVidia, OpenCL, Rendering

April 2, 2011 by hgpu

Uncertainty-Aware Guided Volume Segmentation

Jorg-Stefan Prassni, Timo Ropinski, Klaus Hinrich

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Tags: GLSL, Image processing, nVidia, nVidia GeForce GTX 285, OpenCL, OpenGL, Rendering, Visualization

April 2, 2011 by hgpu

Non-intrusive Performance Analysis of Parallel Hardware Accelerated Applications on Hybrid Architectures

Robert Dietrich, Thomas Ilsche, Guido Juckeland

Tags: Computer science, CUDA, nVidia, OpenCL, Performance

April 1, 2011 by hgpu

Message Passing Interface support for the runtime adaptive multi-processor system-on-chip RAMPSoC

D. Gohringer, M. Hubner, L. Hugot-Derville, J. Becker

Tags: Computer science, CUDA, MPI, nVidia, OpenCL, OpenGL

April 1, 2011 by hgpu

Remote Sensing Processing: From Multicore to GPU

E. Christophe, J. Michel, J. Inglada

Tags: Image processing, OpenCL

April 1, 2011 by hgpu

Poster: GPU-accelerated rigid body fitting of atomic structures into electron density maps

Edward W. Lowe Jr., Nils Woetzel, Jens Meiler

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Source codes

Tags: ATI, ATI Radeon HD 5970, Biology, Cryo-EM, Molecular modeling, nVidia, nVidia GeForce GTX 470, OpenCL, Package, Poster, Tesla C1060, Tesla C2050

April 1, 2011 by hgpu

A Dynamic Resource Management and Scheduling Environment for Embedded Multimedia and Communications Platforms

A. Bahga, V. K. Madisetti

Tags: Computer science, Heterogeneous systems, OpenCL, Task scheduling

April 1, 2011 by hgpu

Poster: GPU-accelerated artificial neural network for QSAR modeling

Edward W. Lowe Jr., Nils Woetzel, Jens Meiler

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Tags: ATI, ATI Radeon HD 5970, Biology, Neural networks, nVidia, nVidia GeForce GTX 470, OpenCL, Poster, Tesla C1060, Tesla C2050

April 1, 2011 by hgpu

Efficient PageRank and SpMV Computation on AMD GPUs

Tianji Wu, Bo Wang, Yi Shan, Feng Yan, Yu Wang, Ningyi Xu

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Tags: ATI, ATI CAL, ATI IL, ATI Radeon HD 5870, ATI Stream, Computer science, List ranking, OpenCL, Sparse matrix

April 1, 2011 by hgpu

Optimizing Smith-Waterman algorithm on Graphics Processing Unit

A. Khalafallah, H.F. Elbabb, O. Mahmoud, A. Elshamy

Tags: Bioinformatics, Biology, OpenCL, Sequence alignment, Smith-Waterman algorithm

April 1, 2011 by hgpu

Higher order FEM numerical integration on GPUs with OpenCL

Przemyslaw Plaszewski, Krzysztof Banas, Pawel Maciol

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Tags: Computer science, CUDA, FEM, Finite element method, nVidia, nVidia GeForce GTX 260, nVidia GeForce GTX 275, nVidia GeForce GTX 285, OpenCL

April 1, 2011 by hgpu

A Hybrid Programming Model for Compressible Gas Dynamics Using OpenCL

B.K. Bergen, M.G. Daniels, P.M. Weber

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Tags: Finite volume method, Fluid dynamics, nVidia, nVidia GeForce GTX 485, OpenCL, Presentation

April 1, 2011 by hgpu

kEDM: A Performance-portable Implementation of Empirical Dynamic Modeling using Kokkos

cuSZ: CUDA-Based Error-Bounded Lossy Compressor for Scientific Data

cuSZ(x): Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs

TornadoVM

Automatically Exploiting the Memory Hierarchy of GPUs through Just-in-Time Compilation

Floyd-Warshall function of this implementation for Intel Xeon Phi Knights Landing

Comparison of HPC Architectures for Computing All-Pairs Shortest Paths. Intel Xeon Phi KNL vs NVIDIA Pascal

NPBench: A Benchmarking Suite for High-Performance NumPy

PeriPy - A High Performance OpenCL Peridynamics Package

PeriPy – A High Performance OpenCL Peridynamics Package

PoCL: Portable Computing Language

Performance Evaluation and Improvements of the PoCL Open-Source OpenCL Implementation on Intel CPUs

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2021

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Munich, Germany

9th International Workshop on OpenCL and SYCL, 2021

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December

10-14

Virtually in Barcelona, Spain

The 18th International Conference on High Performance Computing & Simulation (HPCS), 2020

2020

November

24-27

Naha, Okinawa, Japan

The Fifth International Workshop on GPU Computing and AI (GCA), 2020

2021

January

13-15

Shenzhen, China

2nd International Conference on Frontiers of Intelligent Manufacturing and Automation (CFIMA’21), 2021

2020

December

14-16

Bangkok, Thailand

International Conference on Cyber Physical Systems and IoT (CPSIOT’20), 2020

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high performance computing on graphics processing units: hgpu.org

GPU-Enabled AI

Uncertainty-Aware Guided Volume Segmentation

Non-intrusive Performance Analysis of Parallel Hardware Accelerated Applications on Hybrid Architectures

Message Passing Interface support for the runtime adaptive multi-processor system-on-chip RAMPSoC

Remote Sensing Processing: From Multicore to GPU

Poster: GPU-accelerated rigid body fitting of atomic structures into electron density maps

A Dynamic Resource Management and Scheduling Environment for Embedded Multimedia and Communications Platforms

Poster: GPU-accelerated artificial neural network for QSAR modeling

Optimizing Smith-Waterman algorithm on Graphics Processing Unit

Higher order FEM numerical integration on GPUs with OpenCL

A Hybrid Programming Model for Compressible Gas Dynamics Using OpenCL

Recent source codes

Chapel-GPU: GPUIterator and GPUAPI module for Chapel

StreamBrain: a framework for implementing BCPNN networks in Python3

DLIO Benchmark

kEDM: A Performance-portable Implementation of Empirical Dynamic Modeling using Kokkos

cuSZ: CUDA-Based Error-Bounded Lossy Compressor for Scientific Data

TornadoVM

Floyd-Warshall function of this implementation for Intel Xeon Phi Knights Landing

NPBench: A Benchmarking Suite for High-Performance NumPy

PeriPy - A High Performance OpenCL Peridynamics Package

PoCL: Portable Computing Language

Most viewed papers (last 30 days)

Featured events

9th International Workshop on OpenCL and SYCL, 2021

The 18th International Conference on High Performance Computing & Simulation (HPCS), 2020

The Fifth International Workshop on GPU Computing and AI (GCA), 2020

2nd International Conference on Frontiers of Intelligent Manufacturing and Automation (CFIMA’21), 2021

International Conference on Cyber Physical Systems and IoT (CPSIOT’20), 2020