high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications » Computer science

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

Increasing Deep Neural Network Acoustic Model Size for Large Vocabulary Continuous Speech Recognition

Andrew L. Maas, Awni Y. Hannun, Christopher T. Lengerich, Peng Qi, Daniel Jurafsky, Andrew Y. Ng

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Tags: Computer science, Machine learning, Neural and Evolutionary Computing, Neural networks, Speech recognition

July 1, 2014 by hgpu

Speedup of Micromagnetic Simulations with C++ AMP On Graphics Processing Units

Ru Zhu

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Tags: ATI, ATI Radeon HD 7970, Computer science, Electrodynamics, FFT, OpenCL

July 1, 2014 by hgpu

Performance and Efficiency Analysis of Modern Accelerators: Fine-Grained Parallelism on the Intel Xeon Phi

Robrecht Dewaele

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Tags: Benchmarking, Computer science, Intel Xeon Phi, Package, Performance, Thesis

June 28, 2014 by hgpu

Evaluation of DGEMM Implementation on Intel Xeon Phi Coprocessor

Pawel Gepner, Victor Gamayunov, David L. Fraser, Eric Houdard, Ludovic Sauge, Damien Declat, Mathieu Dubois

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Tags: Algorithms, Computer science, Intel Xeon Phi, Linear Algebra, Matrix multiplication, Performance

June 28, 2014 by hgpu

Modified Bloom filter for high performance hybrid NoSQL systems

A.B. Vavrenyuk, N.P. Vasilyev, V.V. Makarov, K.A. Matyukhin, M.M. Rovnyagin, A.A. Skitev

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Tags: Bloom filter, Computer science, CUDA, Hashing, nVidia, nVidia GeForce GTX 260

June 28, 2014 by hgpu

Implementation of the genetic algorithm by means of CUDA technology involved in travelling salesman problem

Anna Plichta, Tomasz Gaciarz, Bartosz Baranowski, Szymon Szominski

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Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce GTX 285

June 28, 2014 by hgpu

Performance Evaluation of Parallel AES Implementations over CUDA GPU Framework

Chakchai So-In, Sarayut Poolsanguan, Chartchai Poonriboon, Kanokmon Rujirakul, Comdet Phudphut

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Tags: AES, Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 560 Ti, Security

June 27, 2014 by hgpu

Industrial Robot Collision Handling in Harsh Environments

Knut Berg Kaldestad

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Tags: Algorithms, Collision detection, Computer science, CUDA, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 680, Thesis

June 27, 2014 by hgpu

Computation on GPU of Eigenvalues and Eigenvectors of a Large Number of Small Hermitian Matrices

Alain Cosnuau

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Tags: Algorithms, Computer science, CUDA, Linear Algebra, Matrix decomposition, nVidia, Tesla M2070

June 27, 2014 by hgpu

On the Characterization of OpenCL Dwarfs on Fixed and Reconfigurable Platforms

Konstantinos Krommydas, Wu-chun Feng, Muhsen Owaida, Christos D. Antonopoulos, Nikolaos Bellas

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Tags: APU, ATI, ATI Radeon HD 7970, Benchmarking, Computer science, FPGA, Heterogeneous systems, Intel Xeon Phi, OpenCL, Package, Performance

June 26, 2014 by hgpu

Effect And Analysis of Elastic Fidelity Computing On GPUs

Chetan Arvind Patil, Georgios Tziantzioulis, Nikos Hardavellas

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Tags: Computer science, CUDA, Energy-efficient computing, GPGPU-sim, nVidia, nVidia GeForce GTX 480, OpenCL

June 26, 2014 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

Applications

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

Increasing Deep Neural Network Acoustic Model Size for Large Vocabulary Continuous Speech Recognition

Speedup of Micromagnetic Simulations with C++ AMP On Graphics Processing Units

Performance and Efficiency Analysis of Modern Accelerators: Fine-Grained Parallelism on the Intel Xeon Phi

Evaluation of DGEMM Implementation on Intel Xeon Phi Coprocessor

Modified Bloom filter for high performance hybrid NoSQL systems

Implementation of the genetic algorithm by means of CUDA technology involved in travelling salesman problem

Performance Evaluation of Parallel AES Implementations over CUDA GPU Framework

Industrial Robot Collision Handling in Harsh Environments

Computation on GPU of Eigenvalues and Eigenvectors of a Large Number of Small Hermitian Matrices

On the Characterization of OpenCL Dwarfs on Fixed and Reconfigurable Platforms

Effect And Analysis of Elastic Fidelity Computing On GPUs

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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