high performance computing on graphics processing units: hgpu.org

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Quantifying NUMA and contention effects in multi-GPU systems

Kyle Spafford, Jeremy S. Meredith, Jeffrey S. Vetter

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Tags: Benchmarking, Computer science, CUDA, Heterogeneous systems, nVidia, Performance, Tesla M2070

September 23, 2011 by hgpu

Register packing for cyclic reduction: a case study

Andrew Davidson, John D. Owens

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Tags: Algorithms, Computer science, CUDA, Mathematical Software, nVidia, nVidia GeForce GTX 460, Performance

September 22, 2011 by hgpu

On-the-fly elimination of dynamic irregularities for GPU computing

Eddy Z. Zhang, Yunlian Jiang, Ziyu Guo, Kai Tian, Xipeng Shen

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Tags: Algorithms, Compilers, Computer science, CUDA, nVidia, Optimization, Performance, Programming Languages, Tesla C1060

September 22, 2011 by hgpu

Reducing branch divergence in GPU programs

Tianyi David Han, Tarek S. Abdelrahman

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Tags: Algorithms, Benchmarking, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Optimization, Programming Languages

September 22, 2011 by hgpu

A case for neuromorphic ISAs

Atif Hashmi, Andrew Nere, James Jamal Thomas, Mikko Lipasti

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Tags: Algorithms, Computer science, CUDA, Java, MPI, nVidia, nVidia GeForce 9800 GX2, nVidia GeForce GTX 280, Optimization, Performance

September 22, 2011 by hgpu

Acceleration of the speed of tissue characterization algorithm for coronary plaque by employing GPGPU technique

Takanori Koga, Shota Furukawa, Noriaki Suetake, Eiji Uchino

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Tags: Algorithms, CUDA, Medicine, Nearest neighbour, nVidia, Surgical simulation, Tesla C1060

September 22, 2011 by hgpu

Reconstructing hash reversal based proof of work schemes

Jeff Green, Joshua Juen, Omid Fatemieh, Ravinder Shankesi, Dong Jin, Carl A. Gunter

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Tags: Computer science, CUDA, Hashing, nVidia, nVidia GeForce 9800 GX2, Performance, Security

September 21, 2011 by hgpu

Fast analysis of molecular dynamics trajectories with graphics processing units-Radial distribution function histogramming

Benjamin G. Levine, John E. Stone, Axel Kohlmeyer

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Tags: Algorithms, Chemistry, CUDA, GPU cluster, Heterogeneous systems, Molecular dynamics, nVidia, nVidia GeForce GTX 480, Visualization

September 21, 2011 by hgpu

Scalable, High Performance Fourier Domain Optical Coherence Tomography: Why FPGAs and Not GPGPUs

Jian Li, Marinko V. Sarunic, Lesley Shannon

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Tags: Algorithms, CUDA, Data acquisition, FPGA, Medicine, nVidia, nVidia GeForce GTX 295, nVidia GeForce GTX 480, Tomography

September 21, 2011 by hgpu

Parallel graduated assignment algorithm for multiple graph matching based on a common labelling

David Rodenas, Francesc Serratosa, Albert Sole-Ribalta

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Tags: Algorithms, Computer science, CUDA, Graph theory, nVidia, nVidia ION, Presentation

September 21, 2011 by hgpu

GPU-based cloud performance for LiDAR data processing

Ramanathan Sugumaran, Dossay Oryspayev, Paul Gray

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Tags: Algorithms, Cloud, Computer science, CUDA, Data mining, Databases, Earth and Space Sciences, nVidia, Performance

September 21, 2011 by hgpu

Mint: realizing CUDA performance in 3D stencil methods with annotated C

Didem Unat, Xing Cai, Scott B. Baden

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Source codes

Tags: Algorithms, Code generation, Compilers, Computer science, CUDA, nVidia, OpenMP, Optimization, Package, Performance, Programming Languages, Tesla C1060

September 21, 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

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

EnergyUCB-Bandit

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

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high performance computing on graphics processing units: hgpu.org

Quantifying NUMA and contention effects in multi-GPU systems

Register packing for cyclic reduction: a case study

On-the-fly elimination of dynamic irregularities for GPU computing

Reducing branch divergence in GPU programs

A case for neuromorphic ISAs

Acceleration of the speed of tissue characterization algorithm for coronary plaque by employing GPGPU technique

Reconstructing hash reversal based proof of work schemes

Fast analysis of molecular dynamics trajectories with graphics processing units-Radial distribution function histogramming

Scalable, High Performance Fourier Domain Optical Coherence Tomography: Why FPGAs and Not GPGPUs

Parallel graduated assignment algorithm for multiple graph matching based on a common labelling

Mint: realizing CUDA performance in 3D stencil methods with annotated C

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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