high performance computing on graphics processing units: hgpu.org

Programming

hgpu.org » Programming

LightRNN: Memory and Computation-Efficient Recurrent Neural Networks

Xiang Li, Tao Qin, Jian Yang, Tie-Yan Liu

View

Download (PDF)

Tags: Algorithms, Computer science, Deep learning, Neural networks, NLP, nVidia, RNN, Tesla K20

November 1, 2016 by hgpu

Towards Automating Multi-dimensional Data Decomposition for Executing a Single-GPU Code on a Multi-GPU System

Ryotaro Sakai, Fumihiko Ino, Kenichi Hagihara

View

Download (PDF)

Tags: Computer science, CUDA, Matrix multiplication, nVidia, Performance, Tesla K40

November 1, 2016 by hgpu

Programming Heterogeneous Systems from an Image Processing DSL

Jing Pu, Steven Bell, Xuan Yang, Jeff Setter, Stephen Richardson, Jonathan Ragan-Kelley, Mark Horowitz

View

Download (PDF)

Source codes

Tags: ARM, Computer science, Computer vision, CUDA, DSL, FPGA, Image processing, nVidia, nVidia Jetson TK1, OpenGL, Package

November 1, 2016 by hgpu

Performance Optimization of 3-D Lattice Boltzmann Flow Solver on a GPU

Nhat-Phuong Tran, Myungho Lee, Sugwon Hong

View

Download (PDF)

Tags: Computer science, CUDA, Fluid dynamics, Lattice Boltzmann model, Numerical simulation, nVidia, Performance, Tesla K20

November 1, 2016 by hgpu

AQsort: Scalable Multi-Array In-Place Sorting with OpenMP

Daniel Langr, Pavel Tvrdik, Ivan Simecek

View

Download (PDF)

Source codes

Tags: Algorithms, Computer science, Intel Xeon Phi, OpenMP, Package, Sorting

October 29, 2016 by hgpu

Hetero-Mark, A Benchmark Suite for CPU-GPU Collaborative Computing

Yifan Sun, Xiang Gong, Amir Kavyan Ziabari, Leiming Yu, Xiangyu Li, Saoni Mukherjee, Carter McCardwell, Alejandro Villegas, David Kaeli

View

Download (PDF)

Source codes

Tags: Benchmarking, Computer science, Heterogeneous systems, OpenCL, Package, Performance

October 29, 2016 by hgpu

GPflow: A Gaussian process library using TensorFlow

Alexander G. de G. Matthews, Mark van der Wilk, Tom Nickson, Keisuke Fujii, Alexis Boukouvalas, Pablo Leon-Villagra, Zoubin Ghahramani, James Hensman

View

Download (PDF)

Source codes

Tags: Computer science, CUDA, Deep learning, Machine learning, nVidia, nVidia GeForce GTX Titan X, Package, Python, TensorFlow

October 29, 2016 by hgpu

GPU Performance Modeling and Optimization

Ang Li

View

Download (PDF)

Tags: Computer science, CUDA, Hardware Architecture, nVidia, Performance, PTX, Thesis

October 29, 2016 by hgpu

GOTHIC: Gravitational oct-tree code accelerated by hierarchical time step controlling

Yohei Miki, Masayuki Umemura

View

Download (PDF)

Tags: Astrophysics, CUDA, Gravitation, Instrumentation and Methods for Astrophysics, N-body simulation, nVidia, nVidia GeForce GTX Titan X, Tesla K20, Tesla M2090

October 29, 2016 by hgpu

Accelerating BLAS on Custom Architecture through Algorithm-Architecture Co-design

Farhad Merchant, Tarun Vatwani, Anupam Chattopadhyay, Soumyendu Raha, S K Nandy, Ranjani Narayan

View

Download (PDF)

Tags: Algorithms, BLAS, Computer science, CUDA, FPGA, Linear Algebra, Matrix multiplication, nVidia, Tesla C2050

October 29, 2016 by hgpu

Efficient Random Sampling – Parallel, Vectorized, Cache-Efficient, and Online

Peter Sanders, Sebastian Lamm, Lorenz Hubschle-Schneider, Emanuel Schrade, Carsten Dachsbacher

View

Download (PDF)

Source codes

Tags: Algorithms, Computer science, CUDA, Data Structures and Algorithms, Mathematical Software, nVidia, nVidia GeForce GTX 980 Ti, Package

October 22, 2016 by hgpu

Sparse-Matrix support for the SkePU library for portable CPU/GPU programming

Vishist Sharma

View

Download (PDF)

Tags: Computer science, CUDA, Heterogeneous systems, nVidia, OpenMP, Sparse matrix, Tesla M2050, Thesis

October 22, 2016 by hgpu

Page 30 of 741« First «...10 20...28 293031 32...40 50 60...»Last »

Bridge++: a code set for numerical simulations of lattice gauge theory including QCD

Wilson and Domainwall Kernels on Oakforest-PACS

Synkhronos: a Multi-GPU Theano Extension for Data Parallelism

SoAx: A generic C++ Structure of Arrays for handling Particles in HPC Codes

GPGPU-Treewidth: A GPU implementation for computing the treewidth of a graph

Computing Treewidth on the GPU

containers-benchs: Just a bunch of method and scripts to test performances with containers

Performance Evaluation of Container-based Virtualization for High Performance Computing Environments

OpenCL Actors - Adding Data Parallelism to Actor-based Programming with CAF

OpenCL Actors – Adding Data Parallelism to Actor-based Programming with CAF

GALARIO: a GPU Accelerated Library for Analysing Radio Interferometer Observations

* * *

2018

May

14-16

Oxford, UK

6th International Workshop on OpenCL (IWOCL), 2018

2018

February

2-42018

Phuoc Island, Vietnam

The 2nd International Conference on Machine Learning and Soft Computing (ICMLSC), 2018

2018

February

24-26

Brisbane, Australia

10th International Conference on Computer and Automation Engineering (ICCAE), 2018

2018

February

24-26

Singapore

The 2nd International Conference on Mechanical, Aeronautical and Automotive Engineering (ICMAA), 2018

2018

March

16-19

Guiyang, China

The 2nd International Conference on Cryptography, Security and Privacy (ICCSP), 2018

Add event

See all events

high performance computing on graphics processing units: hgpu.org

Programming

LightRNN: Memory and Computation-Efficient Recurrent Neural Networks

Towards Automating Multi-dimensional Data Decomposition for Executing a Single-GPU Code on a Multi-GPU System

Programming Heterogeneous Systems from an Image Processing DSL

Performance Optimization of 3-D Lattice Boltzmann Flow Solver on a GPU

AQsort: Scalable Multi-Array In-Place Sorting with OpenMP

Hetero-Mark, A Benchmark Suite for CPU-GPU Collaborative Computing

GPflow: A Gaussian process library using TensorFlow

GPU Performance Modeling and Optimization

GOTHIC: Gravitational oct-tree code accelerated by hierarchical time step controlling

Accelerating BLAS on Custom Architecture through Algorithm-Architecture Co-design

Efficient Random Sampling – Parallel, Vectorized, Cache-Efficient, and Online

Sparse-Matrix support for the SkePU library for portable CPU/GPU programming

Recent source codes

Bridge++: a code set for numerical simulations of lattice gauge theory including QCD

Synkhronos: a Multi-GPU Theano Extension for Data Parallelism

SoAx: A generic C++ Structure of Arrays for handling Particles in HPC Codes

GPGPU-Treewidth: A GPU implementation for computing the treewidth of a graph

containers-benchs: Just a bunch of method and scripts to test performances with containers

OpenCL Actors - Adding Data Parallelism to Actor-based Programming with CAF

GALARIO: a GPU Accelerated Library for Analysing Radio Interferometer Observations

CCSQCDSolverBench: CCS QCD Solver benchmark program (MIC(KNC) version)

TuneBench: Simple tunable OpenCL kernels for many-core accelerators

ZZGemmOoc: GPU GEMM out-of-core solvers

Most viewed papers (last 30 days)

Featured events

6th International Workshop on OpenCL (IWOCL), 2018

The 2nd International Conference on Machine Learning and Soft Computing (ICMLSC), 2018

10th International Conference on Computer and Automation Engineering (ICCAE), 2018

The 2nd International Conference on Mechanical, Aeronautical and Automotive Engineering (ICMAA), 2018

The 2nd International Conference on Cryptography, Security and Privacy (ICCSP), 2018