high performance computing on graphics processing units: hgpu.org

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Parallel Programming on a Soft-Core Based Multi-core System

Liang-Teh Lee, Shin-Tsung Lee, Ching-Wei Chen

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Tags: Algorithms, Computer science, FPGA, Programming techniques

September 8, 2011 by hgpu

A Fast GPU Implementation for Solving Sparse Ill-Posed Linear Equation Systems

Florian Stock, Andreas Koch

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Tags: Cell processor, Conjugate gradient solver, CUDA, FPGA, Image processing, Image reconstruction, nVidia, nVidia GeForce 8800 GTS, nVidia GeForce GTX 280, Optimization, Sparse matrix

September 8, 2011 by hgpu

A code-based analytical approach for using separate device coprocessors in computing systems

Volker Hampel, Grigori Goronzy, Erik Maehle

Tags: Computer science, FPGA, Performance

September 7, 2011 by hgpu

FPGA vs. multi-core CPUs vs. GPUs: hands-on experience with a sorting application

Cristian Grozea, Zorana Bankovic, Pavel Laskov

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Tags: Algorithms, Computer science, CUDA, FPGA, nVidia, nVidia Quadro FX 5600, OpenMP, Sorting

September 7, 2011 by hgpu

Bridging parallel and reconfigurable computing with multilevel PGAS and SHMEM+

V. Aggarwal, A. George, K. Yalamanchili, C. Yoon, H. Lam, G. Stitt

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Tags: Computer science, FPGA, Heterogeneous systems, Performance, Programming Languages, Programming techniques

September 6, 2011 by hgpu

Improving Scheduling Techniques in Heterogeneous Systems with Dynamic, On-Line Optimisations

Marcin Bogdanski, Peter R. Lewis, Tobias Becker, Xin Yao

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Tags: Algorithms, Computer science, Finance, FPGA, Heterogeneous systems, Machine learning, Task scheduling

September 3, 2011 by hgpu

GPU Versus FPGA for High Productivity Computing

David H. Jones, Adam Powell, Christos-Savvas Bouganis, Peter Y. K. Cheung

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Tags: Benchmarking, Computer science, CUDA, FPGA, Heterogeneous systems, nVidia, nVidia GeForce GTX 285

September 2, 2011 by hgpu

Fast locally consistent dense stereo on multicore

Stefano Mattoccia

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Tags: Algorithms, Computer science, Computer vision, FPGA, Optimization, Stereo vision

September 1, 2011 by hgpu

Hyperfast Perspective Cone–Beam Backprojection

M. Kachelriess, M. Knaup, O. Bockenbach

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Tags: Algorithms, Cell processor, Computer science, Data mining, Distributed computing, FPGA, Image reconstruction, Nearest neighbour, nVidia, nVidia GeForce FX 5900

August 31, 2011 by hgpu

FPGA based Speeded Up Robust Features

J. Svab, T. Krajnik, J. Faigl, L. Preucil

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Tags: Algorithms, Computer science, Computer vision, FPGA

August 31, 2011 by hgpu

Invited paper: Accelerating neuromorphic vision on FPGAs

Sungho Park, Srinidhi Kestur, Kevin M. Irick, Vijaykrishnan Narayanan

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Tags: Algorithms, FPGA, Image processing

August 30, 2011 by hgpu

An FPGA-specific algorithm for direct generation of multi-variate Gaussian random numbers

David B. Thomas, Wayne Luk

Tags: Algorithms, Computer science, CUDA, DSP, FPGA, Numerical simulation, nVidia, Pseudo-random number generators

August 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Parallel Programming on a Soft-Core Based Multi-core System

A Fast GPU Implementation for Solving Sparse Ill-Posed Linear Equation Systems

A code-based analytical approach for using separate device coprocessors in computing systems

FPGA vs. multi-core CPUs vs. GPUs: hands-on experience with a sorting application

Bridging parallel and reconfigurable computing with multilevel PGAS and SHMEM+

Improving Scheduling Techniques in Heterogeneous Systems with Dynamic, On-Line Optimisations

GPU Versus FPGA for High Productivity Computing

Fast locally consistent dense stereo on multicore

Hyperfast Perspective Cone–Beam Backprojection

FPGA based Speeded Up Robust Features

Invited paper: Accelerating neuromorphic vision on FPGAs

An FPGA-specific algorithm for direct generation of multi-variate Gaussian random numbers

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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