high performance computing on graphics processing units: hgpu.org

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GPU based Partially Connected Neural Evolutionary network and its application on gender recognition with face images

Xiao-Xi Chen, Ming-Hui Shi, H. de Garis

Tags: Computer science, Computer vision, CUDA, Image recognition, Neural networks, nVidia

April 30, 2011 by hgpu

GPU-based multi-view rendering for spatial-multiplex autostereoscopic displays

Jianli Luo, Kaihuai Qin, Yanxia Zhou, Miao Mao, Ruirui Li

Tags: 3D Graphics and Realism, Computer science, OpenGL, Rendering

April 30, 2011 by hgpu

GPU accelerated Monte Carlo simulation of pulsed-field gradient NMR experiments

Christopher A. Waudby, John Christodoulou

Tags: Monte Carlo simulation, MRI, Physics

April 30, 2011 by hgpu

EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing

Mike Showerman, Jeremy Enos, Craig Steffen, Sean Treichler, William Gropp, Wen-mei W. Hwu

Tags: Computer science, CUDA, Energy-efficient computing, GPU cluster, nVidia

April 30, 2011 by hgpu

Real-time massive convolution for audio applications on GPU

Jose Belloch, Alberto Gonzalez, F. Martinez-Zaldivar, Antonio Vidal

Tags: Acoustics, Algorithms, Signal processing

April 30, 2011 by hgpu

Implementations of hardware acceleration for MD4-family algorithms based on GPU

Wenchao Zhou, Hongwei Wu, Xiaochao Li, Donghui Guo

Tags: Algorithms, Computer science, Security

April 29, 2011 by hgpu

Pushing the limits for medical image reconstruction on recent standard multicore processors

Jan Treibig, Georg Hager, Hannes G. Hofmann, Joachim Hornegger, Gerhard Wellein

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Tags: Computed tomography, Computer science, CT, CUDA, Image reconstruction, nVidia, nVidia GeForce GTX 260, nVidia Quadro FX 5800, OpenMP, Performance

April 29, 2011 by hgpu

Anomalous Structure and Scaling of Ring Polymer Brushes

Daniel Reith, Andrey Milchev, Peter Virnau, Kurt Binder

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Tags: Condensed matter, Materials Science, nVidia, nVidia GeForce GTX 480, Physics, Soft Condensed Matter, Statistical Mechanics

April 29, 2011 by hgpu

American Options Based on Malliavin Calculus and Nonparametric Variance Reduction Methods

Lokman Abbas-Turki, Bernard Lapeyre

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Tags: CUDA, Finance, Monte Carlo simulation, nVidia, nVidia GeForce GTX 480, Pricing of Securities, Probability

April 29, 2011 by hgpu

Three-Dimension Fountain Simulation Based on GPU and Particle System

Liang Zhijian, Zhou Haiying

Tags: 3D Graphics and Realism, Computer science, Particle simulation, Rendering

April 29, 2011 by hgpu

Improving the Performance of a Ray Tracing Algorithm Using a GPU

Santiago Cioli, Gonzalo Ordeix, Eduardo Fernandez, Martin Pedemonte, Pablo Ezzatti

Tags: 3D Graphics and Realism, Algorithms, Computer science, Raytracing

April 29, 2011 by hgpu

Fast, Accurate and Shift-Varying Line Projections for Iterative Reconstruction Using the GPU

Guillem Pratx, Garry Chinn, Peter D. Olcott, Craig S. Levin

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Tags: Cg, Image reconstruction, Medicine, nVidia, nVidia GeForce 8800 GT, OpenGL, PET, Tomography

April 29, 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

GPU based Partially Connected Neural Evolutionary network and its application on gender recognition with face images

GPU-based multi-view rendering for spatial-multiplex autostereoscopic displays

GPU accelerated Monte Carlo simulation of pulsed-field gradient NMR experiments

EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing

Real-time massive convolution for audio applications on GPU

Implementations of hardware acceleration for MD4-family algorithms based on GPU

Pushing the limits for medical image reconstruction on recent standard multicore processors

Anomalous Structure and Scaling of Ring Polymer Brushes

American Options Based on Malliavin Calculus and Nonparametric Variance Reduction Methods

Three-Dimension Fountain Simulation Based on GPU and Particle System

Improving the Performance of a Ray Tracing Algorithm Using a GPU

Fast, Accurate and Shift-Varying Line Projections for Iterative Reconstruction Using the GPU

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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