high performance computing on graphics processing units: hgpu.org

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Criticality of the XY model in complex topologies

Miguel Ibanez Berganza, Luca Leuzzi

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Tags: Condensed matter, CUDA, Numerical simulation, nVidia, nVidia GeForce GTX 480, Physics, Statistical Mechanics

November 19, 2012 by hgpu

Accelerated molecular dynamics force evaluation on graphics processing units for thermal conductivity calculations

Zheyong Fan, Topi Siro, Ari Harju

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Tags: Computational Physics, Condensed matter, CUDA, Materials Science, Molecular dynamics, nVidia, Physics, Tesla M2070

November 19, 2012 by hgpu

Facial Recognition Using Neural Networks over GPGPU

Juan Pablo Balarini, Sergio Nesmachnow, Martin Rodriguez

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Tags: Computer science, Computer vision, CUDA, Neural networks, nVidia, nVidia GeForce GTS 450, nVidia GeForce GTX 480

November 18, 2012 by hgpu

Using Graphics Processing Units to Parallelize the FDK Algorithm for Tomographic Image Reconstruction

Joel Sanchez Dominguez, Luiz Fernando de Oliveira, Nilton Alves Junior, Joaquim Teixeira de Assis

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Tags: Computed tomography, CT, CUDA, Image reconstruction, Medicine, nVidia, nVidia GeForce 9400 M, nVidia Quadro FX 2000

November 18, 2012 by hgpu

High locality and increased intra-node parallelism for solving finite element models on GPUs by novel element-by-element implementation

Imre Kiss, Zsolt Badics, Szabolcs Gyimothy, Jozsef Pavo

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Tags: Computer science, CUDA, FEM, Finite element method, Heterogeneous systems, nVidia, nVidia GeForce GTX 590

November 18, 2012 by hgpu

Accelerating SystemC Simulations using GPUs

Mahesh Nanjundappa, Anirudh Kaushik, Hiren D. Patel, Sandeep K. Shukla

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Tags: Computer science, CUDA, Design space exploration, nVidia

November 18, 2012 by hgpu

Parallel implementations of the MinMin heterogeneous computing scheduler in GPU

Mauro Canabe, Sergio Nesmachnow

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Tags: Computer science, CUDA, Heterogeneous systems, nVidia, Task scheduling, Tesla C1060

November 16, 2012 by hgpu

Accelerating Fully Homomorphic Encryption Using GPU

Wei Wang, Yin Hu, Lianmu Chen, Xinming Huang, Berk Sunar

Tags: Algorithms, Computer science, CUDA, FFT, nVidia, Security, Tesla C2050

November 16, 2012 by hgpu

Use of CUDA for the Continuous Space Language Model

Elizabeth A. Thompson, Timothy Anderson

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Tags: CUBLAS, CUDA, nVidia, nVidia Quadro FX 2700 M, Signal processing

November 16, 2012 by hgpu

CUDA and OpenCL Implementations of 3D CT Reconstruction for Biomedical Imaging

Saoni Mukherjee, Nicholas Moore, James Brock, Miriam Leeser

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Tags: ATI, ATI Radeon HD 5870, Computed tomography, CT, CUDA, Heterogeneous systems, Image reconstruction, Medicine, nVidia, OpenCL, Tesla C2070

November 16, 2012 by hgpu

Computer Vision and Image Segmentation Implemented on GPU Using Compute Unified Device Architecture as Applied on Quality Inspection of Pre-etched Printed Circuit Board

Philip Virgil Astillo, Van Patiluna

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Tags: Computer science, Computer vision, CUDA, Image processing, nVidia

November 16, 2012 by hgpu

Resolving the conflict between generality and plausibility in verified computation

Srinath Setty, Benjamin Braun, Victor Vu, Andrew J. Blumberg, Bryan Parno, Michael Walfish

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Tags: Computer science, CUDA, nVidia, Security, Tesla M2070

November 15, 2012 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

Criticality of the XY model in complex topologies

Accelerated molecular dynamics force evaluation on graphics processing units for thermal conductivity calculations

Facial Recognition Using Neural Networks over GPGPU

Using Graphics Processing Units to Parallelize the FDK Algorithm for Tomographic Image Reconstruction

High locality and increased intra-node parallelism for solving finite element models on GPUs by novel element-by-element implementation

Accelerating SystemC Simulations using GPUs

Parallel implementations of the MinMin heterogeneous computing scheduler in GPU

Accelerating Fully Homomorphic Encryption Using GPU

Use of CUDA for the Continuous Space Language Model

CUDA and OpenCL Implementations of 3D CT Reconstruction for Biomedical Imaging

Computer Vision and Image Segmentation Implemented on GPU Using Compute Unified Device Architecture as Applied on Quality Inspection of Pre-etched Printed Circuit Board

Resolving the conflict between generality and plausibility in verified computation

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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