high performance computing on graphics processing units: hgpu.org

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BLAS Comparison on FPGA, CPU and GPU

Srinidhi Kestur, John D. Davis, Oliver Williams

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Tags: BLAS, Computer science, CUBLAS, CUDA, Energy-efficient computing, FPGA, Linear Algebra, nVidia, nVidia GeForce 9500 GT, Performance, Tesla C1060

December 6, 2010 by hgpu

FPGAs, GPUs and the PS2 – A Single Programming Methodology

Lee W. Howes, Paul Price, Oskar Mencer, Olav Beckmann

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Tags: Computer science, FPGA, nVidia, nVidia GeForce 6800 Ultra

December 2, 2010 by hgpu

Have GPUs made FPGAs redundant in the field of video processing?

B. Cope, P. Y. K. Cheung, W. Luk, S. Witt

Tags: Computer science, FPGA, Image processing

November 29, 2010 by hgpu

Exploring Reconfigurable Architectures for Tree-Based Option Pricing Models

Qiwei Jin, David B. Thomas, Wayne Luk, Benjamin Cope

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Tags: CUDA, Finance, FPGA, nVidia, nVidia GeForce 7900 GTX

November 28, 2010 by hgpu

A Massively Parallel Architecture for Bioinformatics

Gerd Pfeiffer, Stefan Baumgart, Jan Schroder, Manfred Schimmler

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Tags: Algorithms, Bioinformatics, Biology, FPGA, MapReduce

November 27, 2010 by hgpu

Optimizing the SUSAN corner detection algorithm for a high speed FPGA implementation

Christopher Claus, Robert Huitl, Joachim Rausch, Walter Stechele

Tags: Computer science, FPGA, nVidia, nVidia GeForce 8800 GTX

November 27, 2010 by hgpu

Novel Computing Architectures

Volodymyr Kindratenko

Tags: Cell processor, Computer science, FPGA, Review

November 25, 2010 by hgpu

A dynamically configurable coprocessor for convolutional neural networks

Srimat Chakradhar, Murugan Sankaradas, Venkata Jakkula, Srihari Cadambi

Tags: Computer science, FPGA, Neural networks

November 22, 2010 by hgpu

Correlation analysis on GPU systems using NVIDIA’s CUDA

Daniel Gembris, Markus Neeb, Markus Gipp, Andreas Kugel, Reinhard Manner

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Tags: Computer science, CUDA, FPGA, Magnetic resonance imaging, Medicine, nVidia, nVidia GeForce 8800 GTX

November 17, 2010 by hgpu

Developing and Deploying Advanced Algorithms to Novel Supercomputing Hardware

Robert J. Brunner, Volodymyr V. Kindratenko, Adam D. Myers

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Tags: Algorithms, Astrophysics, Computer science, FPGA, Review

November 13, 2010 by hgpu

Accelerating Scientific Computations with Mixed Precision Algorithms

Marc Baboulin, Alfredo Buttari, Jack Dongarra, Jakub Kurzak, Julie Langou, Julien Langou, Piotr Luszczek, Stanimire Tomov

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Tags: Algorithms, Cell processor, Computer science, FPGA, Linear Algebra, Mathematical Software, Mixed precision

November 9, 2010 by hgpu

Performance Comparison of Graphics Processors to Reconfigurable Logic: A Case Study

Ben Cope, Peter Y. K. Cheung, Wayne Luk, Lee Howes

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Tags: FPGA, nVidia, nVidia GeForce 7900 GTX, OpenGL, Signal processing

November 5, 2010 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

BLAS Comparison on FPGA, CPU and GPU

FPGAs, GPUs and the PS2 – A Single Programming Methodology

Have GPUs made FPGAs redundant in the field of video processing?

Exploring Reconfigurable Architectures for Tree-Based Option Pricing Models

A Massively Parallel Architecture for Bioinformatics

Optimizing the SUSAN corner detection algorithm for a high speed FPGA implementation

Novel Computing Architectures

A dynamically configurable coprocessor for convolutional neural networks

Correlation analysis on GPU systems using NVIDIA’s CUDA

Developing and Deploying Advanced Algorithms to Novel Supercomputing Hardware

Accelerating Scientific Computations with Mixed Precision Algorithms

Performance Comparison of Graphics Processors to Reconfigurable Logic: A Case Study

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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