high performance computing on graphics processing units: hgpu.org

hgpu.org » Computational Complexity

Machine learning for ultrafast X-ray diffraction patterns on large-scale GPU clusters

Tomas Ekeberg, Stefan Engblom, Jing Liu

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Tags: Algorithms, Biological Physics, Biology, Biomolecules, Cluster computing, Computational Complexity, CUDA, GPU cluster, Machine learning, nVidia, nVidia GeForce GTX 680, OpenMPI

September 16, 2014 by hgpu

Code Generation for High-Level Synthesis of Multiresolution Applications on FPGAs

Moritz Schmid, Oliver Reiche, Christian Schmitt, Frank Hannig, Jurgen Teich

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Tags: ARM, Code generation, Compilers, Computational Complexity, Computer science, Differential equations, FPGA, Image processing, Partial differential equations, PDEs

August 23, 2014 by hgpu

Accelerated Matrix Element Method with Parallel Computing

Doug Schouten, Adam DeAbreu, Bernd Stelzer

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Tags: AMD Radeon R9 290, ATI, Computational Complexity, Computational Physics, Monte Carlo integration, Neural networks, OpenCL, Physics, Probability

August 2, 2014 by hgpu

Kd-tree Based N-Body Simulations with Volume-Mass Heuristic on the GPU

Klaus Kofler, Dominik Steinhauser, Biagio Cosenza, Ivan Grasso, Sabine Schindler, Thomas Fahringer

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Tags: Algorithms, Astrophysics, ATI, ATI Radeon HD 5870, ATI Radeon HD 7950, Computational Complexity, Computer science, KD-tree, N-body simulation, nVidia, nVidia GeForce GTX 480, OpenCL, Tesla K20

July 1, 2014 by hgpu

Multi-target DPA attacks: Pushing DPA beyond the limits of a desktop computer

Luke Mather, Elisabeth Oswald, Carolyn Whitnall

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Tags: AMD Radeon R9 290, ATI, Computational Complexity, Computer science, nVidia, nVidia GeForce GTX Titan, OpenCL, Security, Tesla K20

June 2, 2014 by hgpu

Workload Analysis and Efficient OpenCL-based Implementation of SIFT Algorithm on a Smartphone

Guohui Wang, Blaine Rister, Joseph R. Cavallaro

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Tags: ARM, Computational Complexity, Computer science, Computer vision, OpenCL, SIFT

September 20, 2013 by hgpu

Non-Uniformly Partitioned Block Convolution on Graphics Processing Units

Maryam Sadreddini

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Tags: Algorithms, Computational Complexity, Computer science, nVidia, nVidia GeForce GTX 560 Ti, OpenCL, Thesis

June 23, 2013 by hgpu

GPU Multiple Sequence Alignment Fourier-Space Cross-Correlation Alignment

Matthias Alexander Lee

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Tags: Bioinformatics, Biology, Computational Complexity, CUDA, nVidia, Package, Python, RNA, Sequence alignment, Signal processing

May 31, 2013 by hgpu

A Comparison of Statistical Techniques for Detecting Side-Channel Information Leakage in Cryptographic Devices

Luke Mather, Elisabeth Oswald, Joe Bandenburg, Marcin Wojcik

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Tags: ATI, ATI Radeon HD 7970, Computational Complexity, Computer science, OpenCL, Security

May 30, 2013 by hgpu

An implementation of level set based topology optimization using GPU

D. Herrero, J. Martinez, P. Marti

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Tags: Computational Complexity, CUDA, Data parallelism, FEM, Finite element method, Image processing, nVidia, Tesla C2070

May 19, 2013 by hgpu

H. 264 Parallel Optimization on Graphics Processors

Elias Baaklini, Hassan Sbeity, Smail Niar

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Tags: Algorithms, ATI, ATI Radeon HD 5870, Compression, Computational Complexity, H.264/AVC, Image processing, OpenCL

April 27, 2013 by hgpu

Novel implementations of recursive discrete wavelet transform for real time computation with multicore systems on chip (SOC)

Mohammad Wadood Majid, Golrokh Mirzaei, Mohsin M. Jamali

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Tags: Algorithms, Compression, Computational Complexity, CUDA, Discrete Wavelet Transform, nVidia, nVidia GeForce GTX 260

April 16, 2013 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

Machine learning for ultrafast X-ray diffraction patterns on large-scale GPU clusters

Code Generation for High-Level Synthesis of Multiresolution Applications on FPGAs

Accelerated Matrix Element Method with Parallel Computing

Kd-tree Based N-Body Simulations with Volume-Mass Heuristic on the GPU

Multi-target DPA attacks: Pushing DPA beyond the limits of a desktop computer

Workload Analysis and Efficient OpenCL-based Implementation of SIFT Algorithm on a Smartphone

Non-Uniformly Partitioned Block Convolution on Graphics Processing Units

GPU Multiple Sequence Alignment Fourier-Space Cross-Correlation Alignment

A Comparison of Statistical Techniques for Detecting Side-Channel Information Leakage in Cryptographic Devices

An implementation of level set based topology optimization using GPU

H. 264 Parallel Optimization on Graphics Processors

Novel implementations of recursive discrete wavelet transform for real time computation with multicore systems on chip (SOC)

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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