high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Parallel implementation of artificial neural network training

S. Scanzio, S. Cumani, R. Gemello, F. Mana, P. Laface

Tags: Acoustics, CUDA, Neural networks, nVidia, Signal processing, Speech recognition

June 14, 2011 by hgpu

CuParcone A High-Performance Evolvable Neural Network Model

Xiaoxi Chen, Lin Gao, Hugo de Garis

Tags: CUDA, Image processing, Image recognition, Neural networks, nVidia

June 14, 2011 by hgpu

Accelerating light scattering simulations of nanostructures by reconfigurable computing

L. Rockstroh, A. Balevic, M. Wroblewski, J. Hillebrand, A. Tausendfreund, S. Patzelt, S. Simon, G. Goch

Tags: Mesoscale and Nanoscale Physics, Optics, Physics

June 10, 2011 by hgpu

Massively LDPC Decoding on Multicore Architectures

Gabriel Falcao, Leonel Sousa, Vitor Silva

Tags: Cell processor, Computer science, CUDA, nVidia, Parity-check codes, Performance

June 10, 2011 by hgpu

CUDA Based Fast Implementation of Very Large Matrix Computation

Yinghong Sun, Yuanman Tong

Tags: Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia

June 10, 2011 by hgpu

Planetary-Scale Terrain Composition

Robert Kooima, Jason Leigh, Andrew Johnson, Doug Roberts, Mark SubbaRao, Thomas A. DeFanti

Tags: Computer science, Real-time graphics, Rendering, Visualization

June 10, 2011 by hgpu

The Research of Real-Time Shadow Rendering Algorithm of Virtual Scenes

Liu Hui, Jin Hanjun, Yan Jianlin

Tags: Computer science, Real-time graphics, Rendering

June 10, 2011 by hgpu

Accelerating Multi-layer Perceptron based short term demand forecasting using Graphics Processing Units

Ting He, ZhaoYang Dong, Ke Meng, Hua Wang, Y.T. Oh

Tags: Computer science, Performance, Power Systems Simulation

June 10, 2011 by hgpu

The scoring sequences on profile Hidden Markov Models with delete states elimination by GPUs

Jun Li, Yanhui Li, Shuangping Chen

Tags: Bioinformatics, Computer science, nVidia, nVidia GeForce 9800 GTX, Sequence alignment

June 10, 2011 by hgpu

Real-time rain simulation in cartoon style

Zhong-Xin Feng, Min Tang, Jin-Xiang Dong, Shang-Ching Chou

Tags: 3D Graphics and Realism, Collision detection, Computer science, Real-time graphics, Rendering, Visualization

June 10, 2011 by hgpu

Real-time rendering of large-scale tree scene

Huai Yongjian, Zeng Xi, Yu Peng, Li Jingli

Tags: 3D Graphics and Realism, Computer science, Real-time graphics, Rendering, Visualization

June 10, 2011 by hgpu

Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs

Dan C. Ciresan, Ueli Meier, Luca M. Gambardella, Jurgen Schmidhuber

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Tags: Artificial intelligence, Computer vision, Image processing, Image recognition, Neural networks, nVidia, nVidia GeForce GTX 480

June 10, 2011 by hgpu

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

Profile Util library: A quick and easy way to get MPI, OpenMP and GPU runtime information

MaC: Mamba CPU performance predictor

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

Mixed-precision finite element kernels

Mixed-precision finite element kernels and assembly: Rounding error analysis and hardware acceleration

SHMT: The Simultaneous and Heterogenous Multithreading project

General-Purpose Computing on Tensor Processors

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high performance computing on graphics processing units: hgpu.org

Applications

Parallel implementation of artificial neural network training

CuParcone A High-Performance Evolvable Neural Network Model

Accelerating light scattering simulations of nanostructures by reconfigurable computing

Massively LDPC Decoding on Multicore Architectures

CUDA Based Fast Implementation of Very Large Matrix Computation

Planetary-Scale Terrain Composition

The Research of Real-Time Shadow Rendering Algorithm of Virtual Scenes

Accelerating Multi-layer Perceptron based short term demand forecasting using Graphics Processing Units

The scoring sequences on profile Hidden Markov Models with delete states elimination by GPUs

Real-time rain simulation in cartoon style

Real-time rendering of large-scale tree scene

Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs

Recent source codes

gpuPairHMM: Ultra-fast GPU-based PairHMM for DNA Variant Calling

Gaia AVU-GSR

Kokkidio: Kokkos+Eigen - write fast, readable multi-platform code

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

Most viewed papers (last 30 days)