high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » paper

Real-Time Object-Space Edge Detection using OpenCL

Dwight House, Dr. Xin Li

View

Download (PDF)

Tags: Computer science, Edge detection, OpenCL, Rendering

April 6, 2013 by hgpu

Parallel Implementation of Dynamic Programming Algorithm Using Graphics Processing Unit

M. Khurram Rehman, M. Umer Sarwar, M. Ramzan Talib, M. Salman Mansoor, M. Bilal Sarwar

View

Download (PDF)

Tags: Algorithms, Bioinformatics, Biology, Computer science, CUDA, Matrix multiplication, nVidia, nVidia GeForce GT 525 M, nVidia GeForce GT 610 M, Sequence alignment

April 6, 2013 by hgpu

Adapting Particle Filter Algorithms to Many-Core Architectures

Mehdi Chitchian, Alexander S. van Amesfoort, Andrea Simonetto, Tamas Keviczky, Henk J. Sips

View

Download (PDF)

Source codes

Tags: Algorithms, ATI, ATI Radeon HD 6970, ATI Radeon HD 7970, Bayesian, Computer science, Computer vision, CUDA, Filtering, Monte Carlo simulation, nVidia, nVidia GeForce GTX 580, nVidia GeForce GTX 680, OpenCL, Package, Particle filtering

April 4, 2013 by hgpu

Deploying Graph Algorithms on GPUs: an Adaptive Solution

Da Li, Michela Becchi

View

Download (PDF)

Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia, Tesla C2070

April 4, 2013 by hgpu

Optimising Purely Functional GPU Programs

Trevor L. McDonell, Manuel M. T. Chakravarty, Gabriele Keller, Ben Lippmeier

View

Download (PDF)

Source codes

Tags: Computer science, CUDA, Haskell, nVidia, Package, Performance, Tesla T10

April 4, 2013 by hgpu

Real-time Stereo Vision: Optimizing Semi-Global Matching

Matthias Michael, Jan Salmen, Johannes Stallkamp, Marc Schlipsing

View

Download (PDF)

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

April 4, 2013 by hgpu

C Language Extensions for Hybrid CPU/GPU Programming with StarPU

Ludovic Courtes

View

Download (PDF)

Source codes

Tags: Computer science, Hybrid computing, Mathematical Software, MPI, OpenCL, Package

April 4, 2013 by hgpu

GPU Accelerated Automated Feature Extraction from Satellite Images

K. Phani Tejaswi, D. Shanmukha Rao, Thara Nair, A. V. V. Prasad

View

Download (PDF)

Tags: Algorithms, CUDA, Image processing, nVidia, Sensing, Tesla C2075, Visualization

April 3, 2013 by hgpu

Scaling up scientific computations by using map-reduce-like control flow on NUMA architectures

Vlad Slavici

View

Download (PDF)

Tags: Algorithms, Chemistry, Computational chemistry, CUDA, MapReduce, Matrix multiplication, nVidia, Tesla M2090, Thesis

April 3, 2013 by hgpu

Astrophysical data mining with GPU. A case study: genetic classification of globular clusters

Stefano Cavuoti, Mauro Garofalo, Massimo Brescia, Maurizio Paolillo, Antonio Pescape', Giuseppe Longo, Giorgio Ventre

View

Download (PDF)

Tags: Algorithms, Astrophysics, CUDA, Data mining, Globular clusters, nVidia, nVidia GeForce GT 540 M

April 3, 2013 by hgpu

The Stencil Processing Unit: GPGPU Done Right

Sanjay Rajopadhye, Guillaume Iooss, Tomofumi Yuki, Dan Connors

View

Download (PDF)

Tags: Computer science, Energy-efficient computing

April 3, 2013 by hgpu

Synchronization and Ordering Semantics in Hybrid MPI+GPU Programming

Ashwin M. Aji, Pavan Balaji, James Dinan, Wu-chun Feng, Rajeev Thakur

View

Download (PDF)

Tags: Computer science, CUDA, Hybrid computing, MPI, nVidia, OpenCL, Tesla C2050

April 3, 2013 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

Real-Time Object-Space Edge Detection using OpenCL

Parallel Implementation of Dynamic Programming Algorithm Using Graphics Processing Unit

Adapting Particle Filter Algorithms to Many-Core Architectures

Deploying Graph Algorithms on GPUs: an Adaptive Solution

Optimising Purely Functional GPU Programs

Real-time Stereo Vision: Optimizing Semi-Global Matching

C Language Extensions for Hybrid CPU/GPU Programming with StarPU

GPU Accelerated Automated Feature Extraction from Satellite Images

Scaling up scientific computations by using map-reduce-like control flow on NUMA architectures

Astrophysical data mining with GPU. A case study: genetic classification of globular clusters

The Stencil Processing Unit: GPGPU Done Right

Synchronization and Ordering Semantics in Hybrid MPI+GPU Programming

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)