high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » paper

A visibility-based approach for occupancy grid computation in disparity space

Mathias Perrollaz, John-David Yoder, Amaury Negre, Anne Spalanzani, Christian Laugier

View

Download (PDF)

Tags: Computer science, CUDA, Filtering, nVidia, nVidia GeForce GTX 480, Stereo vision

January 15, 2012 by hgpu

Linear Algebra Algorithms for Hybrid Architectures with XKaapi

Joao V. F. Lima, Nicolas Maillard, Vincent Danjean, Thierry Gautier

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Linear Algebra, nVidia

January 14, 2012 by hgpu

Efficient Knowledge Extraction from Structured Data

Bianca Wackersreuther

View

Download (PDF)

Tags: Algorithms, Clustering, Compression, Computer science, CUDA, Data mining, Databases, Heterogeneous systems, Hierarchical clustering, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce GTX 280, Thesis

January 14, 2012 by hgpu

An Integrated Framework for Feature Extraction, Object Recognition and Stereo Vision with GPU support

Alexander Woodward, Patrice Delmas

View

Download (PDF)

Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 470, nVidia GeForce GTX 580, Stereo vision

January 14, 2012 by hgpu

Graphics Processor Clusters for High Speed Backpropagation

Daniel P. Campbell, Daniel A. Cook

View

Download (PDF)

Tags: CUDA, GPU cluster, nVidia, nVidia GeForce GTX 480, Optimization, Signal processing, Tesla C2050

January 14, 2012 by hgpu

Accelerating Bit Error Rate Simulation in MATLAB with Graphics Processors

James Lebak, Brian Fanous, Nick Moore

View

Download (PDF)

Tags: Computer science, CUDA, nVidia, Parity-check codes, Tesla C1060

January 14, 2012 by hgpu

BarraCUDA – a fast short read sequence aligner using graphics processing units

Petr Klus, Simon Lam, Dag Lyberg, Ming Sin Cheung, Graham Pullan, Ian McFarlane, Giles S. H. Yeo, Brian Y. H. Lam

View

Download (PDF)

Source codes

Tags: Bioinformatics, Biology, CUDA, nVidia, Package, Sequence alignment, Tesla M2050, Tesla M2090

January 13, 2012 by hgpu

Efficient Convex Optimization Approaches to Variational Image Fusion

Jing Yuan, Brandon Miles, Juan Shi, Greg Garvin, Xue-Cheng Tai, Aaron Fenster

View

Download (PDF)

Tags: Algorithms, CUDA, Image processing, Medicine, nVidia, Optimization, Sensing, Tesla C1060

January 13, 2012 by hgpu

DFG Implementation on Multi GPU Cluster with Computation-Communication Overlap

Sylvain Huet, Vincent Boulos, Vincent Fristot, Luc Salvo

View

Download (PDF)

Tags: Algorithms, CUDA, DSP, GPU cluster, nVidia, nVidia GeForce GTX 285, Signal processing

January 13, 2012 by hgpu

Acceleration and Optimisation of a Monte Carlo Code for Light Propagation in Sprays and Other Scattering Media

Joakim Jonsson

View

Download (PDF)

Tags: CUDA, Monte Carlo simulation, nVidia, nVidia GeForce GTX 460, Optics, Optimization, Physics, Thesis

January 13, 2012 by hgpu

Towards ad-hoc GPU acceleration of parallel eigensystem computations

Michael T. Garba, Horacio Gonzalez-Velez

View

Download (PDF)

Tags: Computer science, CUDA, Linear Algebra, nVidia, Tesla C2050

January 13, 2012 by hgpu

GPU-based parallel solver via the Kantorovich theorem for the nonlinear Bernstein polynomial systems

Feifei Wei, Jieqing Feng, Hongwei Lin

View

Download (PDF)

Tags: Algorithms, CUDA, Mathematics, Nonlinear Sciences, nVidia, nVidia GeForce GTX 280

January 13, 2012 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

* * *

high performance computing on graphics processing units: hgpu.org

Applications

A visibility-based approach for occupancy grid computation in disparity space

Linear Algebra Algorithms for Hybrid Architectures with XKaapi

Efficient Knowledge Extraction from Structured Data

An Integrated Framework for Feature Extraction, Object Recognition and Stereo Vision with GPU support

Graphics Processor Clusters for High Speed Backpropagation

Accelerating Bit Error Rate Simulation in MATLAB with Graphics Processors

BarraCUDA – a fast short read sequence aligner using graphics processing units

Efficient Convex Optimization Approaches to Variational Image Fusion

DFG Implementation on Multi GPU Cluster with Computation-Communication Overlap

Acceleration and Optimisation of a Monte Carlo Code for Light Propagation in Sprays and Other Scattering Media

Towards ad-hoc GPU acceleration of parallel eigensystem computations

GPU-based parallel solver via the Kantorovich theorem for the nonlinear Bernstein polynomial systems

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

Most viewed papers (last 30 days)