high performance computing on graphics processing units: hgpu.org

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Graphics Processing Units in Acceleration of Bandwidth Selection for Kernel Density Estimation

Witold Andrzejewski, Artur Gramacki, Jaroslaw Gramacki

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Tags: Algorithms, CUDA, nVidia, nVidia GeForce GTX 480, Package, Probability, Statistics

December 24, 2013 by hgpu

Accelerated Event-by-Event Neutrino Oscillation Reweighting with Matter Effects on a GPU

R. G. Calland, A. C. Kaboth, D. Payne

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Tags: Computational Physics, CUDA, nVidia, nVidia GeForce GTX 670, Package, Physics, Probability

December 3, 2013 by hgpu

GooFit: A library for massively parallelising maximum-likelihood fits

R. Andreassen, B. T. Meadows, M. de Silva, M. D. Sokoloff, K. Tomko

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Tags: Computer science, CUDA, Mathematical Software, nVidia, nVidia GeForce GT 650 M, Package, Probability, Tesla C2050, Tesla C2070

November 8, 2013 by hgpu

GPU-based Steady-State Solution of the Chemical Master Equation

Marco Maggioni, Tanya Berger-Wolf, Jie Liang

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Tags: Biology, CUDA, Macromolecule, nVidia, nVidia GeForce GTX 580, Probability, Sparse matrix

May 1, 2013 by hgpu

Fast Positron Range Calculation in Heterogeneous Media for 3D PET Reconstruction

Laszlo Szirmay-Kalos, Milan Magdics, Balazs Toth, Balazs Csebfalvi, Tamas Umenhoffer, Judit Lantos, Gergely Patay

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Tags: Computer science, CUDA, Filtering, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, PET, Probability

January 20, 2013 by hgpu

Gauge fixing using overrelaxation and simulated annealing on GPUs

Mario Schrock, Hannes Vogt

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Tags: Algorithms, CUDA, High Energy Physics - Lattice, nVidia, nVidia GeForce GTX 580, Physics, Probability

September 19, 2012 by hgpu

A Note on Particle Filters Applied to DSGE Models

Angelo Marsiglia Fasolo

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Tags: Computer science, nVidia, nVidia GeForce GTX 570, OpenCL, Particle filtering, Probability

July 12, 2012 by hgpu

Parallel random variates generator for GPUs based on normal numbers

Gleb Beliakov, Michael Johnstone, Doug Creighton, Tim Wilkin

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Tags: Algorithms, Computer science, CUDA, Mathematical Software, Numerical Analysis, nVidia, Probability, Pseudo-random number generators, Tesla C2050

June 8, 2012 by hgpu

Bayesian Image Restoration Using A Large-scale Total Patch Variation Prior

Yang Chen, Weimin Yu, Yinsheng Li, Zhou Yang, Limin Luo, Wufan Chen

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Tags: Bayesian, CUDA, Image processing, nVidia, Probability

February 17, 2012 by hgpu

Accelerating Outlier Detection with Uncertain Data using Graphics Processors

Takazumi Matsumoto, Edward Hung

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Tags: Cluster analysis, Computer science, Data mining, Neural networks, nVidia, nVidia GeForce GT 440, OpenCL, Probability

February 5, 2012 by hgpu

Solving Bivariate Polynomial Systems on a GPU

Marc Moreno Maza, Wei Pan

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Tags: Algorithms, CUDA, FFT, Mathematics, nVidia, nVidia GeForce GTX 285, Optimization, Probability, Tesla C2050

January 25, 2012 by hgpu

Thermal and Athermal Swarms of Self-Propelled Particles

Nguyen Nguyen, Eric Jankowski, Sharon C. Glotzer

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Tags: Computational Physics, Condensed matter, CUDA, nVidia, Package, Physics, Probability, Soft Condensed Matter, Tesla S1070

January 4, 2012 by hgpu

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

SYCL in the edge: performance and energy evaluation for heterogeneous acceleration

OpenMP5-Offload-OpenMC-Intel-PVC

Distributed OpenMP Offloading of OpenMC on Intel GPU MAX Accelerators

See all packages

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high performance computing on graphics processing units: hgpu.org

Graphics Processing Units in Acceleration of Bandwidth Selection for Kernel Density Estimation

Accelerated Event-by-Event Neutrino Oscillation Reweighting with Matter Effects on a GPU

GooFit: A library for massively parallelising maximum-likelihood fits

GPU-based Steady-State Solution of the Chemical Master Equation

Fast Positron Range Calculation in Heterogeneous Media for 3D PET Reconstruction

Gauge fixing using overrelaxation and simulated annealing on GPUs

A Note on Particle Filters Applied to DSGE Models

Parallel random variates generator for GPUs based on normal numbers

Bayesian Image Restoration Using A Large-scale Total Patch Variation Prior

Accelerating Outlier Detection with Uncertain Data using Graphics Processors

Solving Bivariate Polynomial Systems on a GPU

Thermal and Athermal Swarms of Self-Propelled Particles

Recent source codes

QArray

Celerity: High-level C++ for Accelerator Clusters

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

OpenMP5-Offload-OpenMC-Intel-PVC

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