high performance computing on graphics processing units: hgpu.org

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High-Performance Pseudo-Random Number Generation on Graphics Processing Units

Nimalan Nandapalan, Richard P. Brent, Lawrence M. Murray, Alistair Rendell

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Tags: Algorithms, Computer science, CUDA, Number Theory, nVidia, nVidia GeForce GTX 295, nVidia GeForce GTX 480, Pseudo-random number generators

August 3, 2011 by hgpu

Contour-based algorithm for vectorization of satellite images

A. Kirsanov, A. Vavilin, K-H. Jo

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Tags: Algorithms, CUDA, Earth and Space Sciences, Image processing, nVidia, nVidia GeForce GTX 470

August 3, 2011 by hgpu

Exploring reconfigurable architectures for explicit finite difference option pricing models

Qiwei Jin, David B. Thomas, Wayne Luk

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Tags: CUDA, Finance, Finite difference, FPGA, nVidia, nVidia GeForce 8600 GT, Tesla C1060

August 3, 2011 by hgpu

A fast hybrid time-synchronous/event approach to parallel discrete event simulation of queuing networks

Hyungwook Park, Paul A. Fishwick

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Tags: Computer science, CUDA, GPU cluster, Network communications, nVidia, nVidia GeForce 8800 GTX

August 3, 2011 by hgpu

Programming finite-difference time-domain for graphics processor units using compute unified device architecture

V. Demir, A.Z. Elsherbeni

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Tags: Algorithms, CUDA, Electrodynamics, FDTD, Finite-difference time-domain, nVidia, Tesla C1060

August 3, 2011 by hgpu

Multi-scale modeling of nano scale phenomenon using CUDA based HPC setup

Rohit Pathak, Satyadhar Joshi

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Tags: Algorithms, CUDA, Mesoscale and Nanoscale Physics, nVidia, Physics

August 2, 2011 by hgpu

Performance Debugging of GPGPU Applications with the Divergence Map

Bruno Coutinho, Diogo Sampaio, Fernando M. Q. Pereira, Wagner Meira Jr.

Tags: Code generation, Compilers, Computer science, CUDA, nVidia, nVidia GeForce GTX 260, Performance, PTX

August 1, 2011 by hgpu

Adaptive, real-time visual simultaneous localization and mapping

Brian Clipp, Christopher Zach, Jongwoo Lim, Jan-Michael Frahm, Marc Pollefeys

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Tags: Computer science, Computer vision, CUDA, nVidia, Optical flow, Optimization, SIFT, Video tracking

August 1, 2011 by hgpu

Blind image deconvolution algorithm on NVIDIA CUDA platform

Tomas Mazanec, Antonin Hermanek, Jan Kamenicky

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 260

July 31, 2011 by hgpu

STREAMIT: Dynamic visualization and interactive exploration of text streams

Jamal Alsakran, Yang Chen, Ye Zhao, Jing Yang, Dongning Luo

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Tags: Computer science, CUDA, Interactive application, nVidia, nVidia Quadro NVS 295, Visualization

July 31, 2011 by hgpu

Power-efficient medical image processing using PUMA

Ganesh Dasika, Kevin Fan, Scott Mahlke

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Tags: Algorithms, CUDA, Energy-efficient computing, Image processing, Image reconstruction, Medicine, MRI, nVidia, nVidia GeForce GTX 280

July 31, 2011 by hgpu

A parallel accelerator for semantic search

Abhinandan Majumdar, Srihari Cadambi, Srimat T. Chakradhar, Hans Peter Graf

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Tags: Algorithms, Computer science, CUDA, Data parallelism, Databases, FPGA, nVidia, Semantic indexing, Tesla C1060

July 30, 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

High-Performance Pseudo-Random Number Generation on Graphics Processing Units

Contour-based algorithm for vectorization of satellite images

Exploring reconfigurable architectures for explicit finite difference option pricing models

A fast hybrid time-synchronous/event approach to parallel discrete event simulation of queuing networks

Programming finite-difference time-domain for graphics processor units using compute unified device architecture

Multi-scale modeling of nano scale phenomenon using CUDA based HPC setup

Performance Debugging of GPGPU Applications with the Divergence Map

Adaptive, real-time visual simultaneous localization and mapping

Blind image deconvolution algorithm on NVIDIA CUDA platform

STREAMIT: Dynamic visualization and interactive exploration of text streams

Power-efficient medical image processing using PUMA

A parallel accelerator for semantic search

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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