high performance computing on graphics processing units: hgpu.org

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Optimized MFCC Feature Extraction on GPU

Haofeng Kou, Weijia Shang, Ian Lane, Jike Chong

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 580, Speech recognition

July 13, 2013 by hgpu

GPU Simulation of Radiation in Matter

Johannes Christof de Fine Licht

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Tags: CUDA, nVidia, nVidia GeForce GT 650 M, Physics, Thesis

July 13, 2013 by hgpu

An acceleration of the algorithm for the nurse rerostering problem on a graphics processing unit

Zdenek Baumelt, Jan Dvorak, Premysl Sucha, Zdenek Hanzalek

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Tags: Algorithms, Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 650 Ti

July 13, 2013 by hgpu

Parallel Graph Processing on Graphics Processors Made Easy

Jianlong Zhong, Bingsheng He

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Source codes

Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia, Package, Tesla C2050

July 12, 2013 by hgpu

OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures

Shuhao Zhang, Jiong He, Bingsheng He, Mian Lu

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Tags: AMD, APU, ATI, ATI FirePro V7800, Computer science, Databases, nVidia Quadro K5000, OpenCL

July 12, 2013 by hgpu

Fast PCA-BAsed Face Recognition on GPUs

Youngsang Woo, Cheongyong Yi, Youngmin Yi

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

July 12, 2013 by hgpu

Hidden Surface Removal Using BSP Tree with CUDA

Murat Uysal, Baha Sen, Canan Celik

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8400 GS, Rendering

July 12, 2013 by hgpu

A comparison of period finding algorithms

Matthew J. Graham, Andrew J. Drake, S.G. Djorgovski, Ashish A. Mahabal, Ciro Donalek, Victor Duan, Alison Maher

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Tags: Algorithms, Astrophysics, ATI, ATI Radeon HD 6770 M, Instrumentation and Methods for Astrophysics, OpenCL

July 12, 2013 by hgpu

Design Space Exploration of Real-time Bedside and Portable Medical Ultrasound Adaptive Beamformer Acceleration

Junying Chen

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Tags: Algorithms, CUDA, Design space exploration, FPGA, Medicine, nVidia, nVidia GeForce GTX 680, Thesis, Ultrasound

July 12, 2013 by hgpu

Feature Tracking in Time-Varying Volumetric Data through Scale Invariant Feature Transform

Khoa Tan Nguyen, Timo Ropinski

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Tags: Algorithms, Computer science, Computer vision, OpenCL, SIFT

July 12, 2013 by hgpu

A GPGPU-based Pipeline for Accelerated Rendering of Point Clouds

Christian Gunther, Thomas Kanzok, Lars Linsen, Paul Rosenthal

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Tags: 3D Graphics and Realism, ATI, ATI Radeon HD 7970, Computer science, nVidia, nVidia GeForce GTX 680, OpenCL, OpenGL, Rasterization, Rendering

July 12, 2013 by hgpu

SIMD Divergence Optimization through Intra-Warp Compaction

Aniruddha S. Vaidya, Anahita Shayesteh, Dong Hyuk Woo, Roy Saharoy, Mani Azimi

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Tags: Computer science, Hardware Architecture, OpenCL, OpenGL, Performance

July 12, 2013 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

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

Optimized MFCC Feature Extraction on GPU

GPU Simulation of Radiation in Matter

An acceleration of the algorithm for the nurse rerostering problem on a graphics processing unit

Parallel Graph Processing on Graphics Processors Made Easy

OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures

Fast PCA-BAsed Face Recognition on GPUs

Hidden Surface Removal Using BSP Tree with CUDA

A comparison of period finding algorithms

Design Space Exploration of Real-time Bedside and Portable Medical Ultrasound Adaptive Beamformer Acceleration

Feature Tracking in Time-Varying Volumetric Data through Scale Invariant Feature Transform

A GPGPU-based Pipeline for Accelerated Rendering of Point Clouds

SIMD Divergence Optimization through Intra-Warp Compaction

Recent source codes

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

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

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