high performance computing on graphics processing units: hgpu.org

Programming

Performance Analysis on Several GPU Architectures of an Algorithm for Noise Removal

M. G. Sanchez, V. Vidal, J. Bataller, G. Verdu

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce 9800 GX2, nVidia GeForce GT 120, Signal denoising, Tesla M2050

September 1, 2012 by hgpu

Towards large-scale network analytics

Xintian Yang

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Tags: Algorithms, Compression, Computer science, CUDA, Heterogeneous systems, nVidia, Tesla C1060, Thesis, Visualization

September 1, 2012 by hgpu

Parallel GPU-accelerated Recursion-based Generators of Pseudorandom Numbers

Przemyslaw Stpiczynski, Dominik Szalkowski, Joanna Potiopa

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Tags: Algorithms, Computer science, CUDA, nVidia, OpenCL, Tesla M2050

September 1, 2012 by hgpu

GAROP: Genetic Algorithm framework for Running On Parallel environments

Tomoyuki Hiroyasu, Ryosuke Yamanaka, Masato Yoshimi, Mitsunori Miki

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Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, Tesla C2050

September 1, 2012 by hgpu

Binomial American Option Pricing on CPU-GPU Hetergenous System

Nan Zhang, Chi-Un Lei, Ka Lok Man

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Tags: Algorithms, CUDA, Finance, Heterogeneous systems, nVidia, nVidia Quadro NVS 160 M

September 1, 2012 by hgpu

CUDA-Accelerated Data-Mining for Putative Heteromeric Transcription Factors and Target Genes Using Microarray Gene Expression Profiles

Edward A. Salinas, Amitava Karmaker

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Tags: Algorithms, Biology, Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 590

August 31, 2012 by hgpu

Path Integral Approaches and Graphics Processing Unit Tools for Quantum Molecular Dynamics Simulations

Stephen Joel Constable

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Tags: Algorithms, Chemistry, CUDA, Molecular dynamics, nVidia, OpenCL, Thesis

August 30, 2012 by hgpu

Low-Latency Elliptic Curve Scalar Multiplication

Joppe W. Bos

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Tags: Algorithms, Computer science, CUDA, Elliptic curves, nVidia, nVidia GeForce GTX 295, nVidia GeForce GTX 465, nVidia GeForce GTX 480, nVidia GeForce GTX 580, Security

August 27, 2012 by hgpu

An Implementation of Coincidence Algorithm on Graphic Processing Units

Thitipan Tongsiri, Prabhas Chongstitvatana

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Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce GTX 280

August 27, 2012 by hgpu

GPU Accelerated Nonlinear Optimization in Radio Interferometric Calibration

Sarod Yatawatta, Sanaz Kazemi, Saleem Zaroubi

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Tags: Algorithms, Astrophysics, CUBLAS, CUDA, Linear Algebra, Nonlinear optimization, nVidia, Optimization, Tesla M1060

August 26, 2012 by hgpu

Scalable Clustering for Vision using GPUs

Wasif Mohiuddin

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Tags: Algorithms, Clustering, Computer science, Computer vision, CUDA, Data mining, nVidia, nVidia GeForce 8600, nVidia GeForce GTX 280, nVidia GeForce GTX 480, nVidia GeForce GTX 580, Tesla T10, Thesis

August 26, 2012 by hgpu

Is OpenCL a suitable platform for algorithm development in health care systems?

Mattias Larsson

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Tags: Algorithms, Medicine, nVidia, nVidia GeForce GTX 470, nVidia Quadro FX 1800, OpenCL, Python, Thesis

August 26, 2012 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

Programming

Performance Analysis on Several GPU Architectures of an Algorithm for Noise Removal

Towards large-scale network analytics

Parallel GPU-accelerated Recursion-based Generators of Pseudorandom Numbers

GAROP: Genetic Algorithm framework for Running On Parallel environments

Binomial American Option Pricing on CPU-GPU Hetergenous System

CUDA-Accelerated Data-Mining for Putative Heteromeric Transcription Factors and Target Genes Using Microarray Gene Expression Profiles

Path Integral Approaches and Graphics Processing Unit Tools for Quantum Molecular Dynamics Simulations

Low-Latency Elliptic Curve Scalar Multiplication

An Implementation of Coincidence Algorithm on Graphic Processing Units

GPU Accelerated Nonlinear Optimization in Radio Interferometric Calibration

Scalable Clustering for Vision using GPUs

Is OpenCL a suitable platform for algorithm development in health care systems?

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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