high performance computing on graphics processing units: hgpu.org

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Switching to High Gear: Opportunities for Grand-Scale Real-Time Parallel Simulations

Kalyan S. Perumalla

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Tags: Computer science, CUDA, MPI, nVidia, Performance, Review

August 27, 2011 by hgpu

directCell: hybrid systems with tightly coupled accelerators

H. Penner, U. Bacher, J. Kunigk, C. Rund, H. J. Schick

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Tags: Cell processor, Computer science, Hybrid computing, Performance

August 27, 2011 by hgpu

A breadth-first course in multicore and manycore programming

Suzanne Rivoire

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Tags: Computer science, CUDA, High-level Languages, nVidia, OpenMP, Programming techniques

August 27, 2011 by hgpu

A structured parallel periodic arnoldi shooting algorithm for RF-PSS analysis based on GPU platforms

Xue-Xin Liu, Hao Yu, Jacob Relles, Sheldon X.-D. Tan

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Tags: Algorithms, CAD, Computer science, CUDA, Numerical Analysis, nVidia, Performance, Tesla C1060

August 27, 2011 by hgpu

Automatic contention detection and amelioration for data-intensive operations

John Cieslewicz, Kenneth A. Ross, Kyoho Satsumi, Yang Ye

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Tags: Computer science, Databases, Performance

August 27, 2011 by hgpu

Motion planning for autonomous driving with a conformal spatiotemporal lattice

Matthew McNaughton, Chris Urmson, John M. Dolan, Jin-Woo Lee

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Tags: Algorithms, Earth and Space Sciences, nVidia, nVidia GeForce GTX 260

August 27, 2011 by hgpu

Fast and sleek glyph rendering for interactive HARDI data exploration

T.H.J.M. Peeters, V. Prckovska, M. van Almsick, A. Vilanova, B.M. ter Haar Romeny

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Tags: 3D Graphics and Realism, Computer science, Diffusion tensor, Magnetic resonance imaging, MRI, nVidia, nVidia GeForce 8800 GTX, Probability, Rendering, Visualization

August 27, 2011 by hgpu

Rapid RNA Folding: Analysis and Acceleration of the Zuker Recurrence

Arpith C. Jacob, Jeremy D. Buhler, Roger D. Chamberlain

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Tags: Algorithms, Bioinformatics, Biology, Computational biology, CUDA, FPGA, nVidia, nVidia GeForce GTX 280, RNA, Tesla C870

August 27, 2011 by hgpu

A New Approach for Color Character Extraction Based on Parallel Clustering

Miao Qing, Fu Zhong-liang, Zhao Xiang-hui

Tags: Algorithms, Clustering, CUDA, Image processing, nVidia

August 27, 2011 by hgpu

A new adaptive model for real-time fluid simulation with complex boundaries

Jian He, Xi Chen, Zhangye Wang, Ke Yan, Chen Cao, Qunsheng Peng

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Tags: Algorithms, Cg, CUDA, Fluid dynamics, Fluid simulation, nVidia, nVidia GeForce GTX 280, Voxelization

August 27, 2011 by hgpu

Parallel Fast Gauss Transform

Rahul S. Sampath, Hari Sundar, Shravan K. Veerapaneni

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Tags: Algorithms, Computer science, Performance

August 26, 2011 by hgpu

PFunc: modern task parallelism for modern high performance computing

Prabhanjan Kambadur, Anshul Gupta, Amol Ghoting, Haim Avron, Andrew Lumsdaine

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Tags: Computer science, Package, Performance, Programming techniques, Software Engineering

August 26, 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

Switching to High Gear: Opportunities for Grand-Scale Real-Time Parallel Simulations

directCell: hybrid systems with tightly coupled accelerators

A breadth-first course in multicore and manycore programming

A structured parallel periodic arnoldi shooting algorithm for RF-PSS analysis based on GPU platforms

Automatic contention detection and amelioration for data-intensive operations

Motion planning for autonomous driving with a conformal spatiotemporal lattice

Fast and sleek glyph rendering for interactive HARDI data exploration

Rapid RNA Folding: Analysis and Acceleration of the Zuker Recurrence

A New Approach for Color Character Extraction Based on Parallel Clustering

A new adaptive model for real-time fluid simulation with complex boundaries

Parallel Fast Gauss Transform

PFunc: modern task parallelism for modern high performance computing

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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