high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Computer science

GPU algorithms for radiosity and subsurface scattering

Nathan A. Carr, Jesse D. Hall, John C. Hart

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce FX 5900 Ultra, OpenGL

December 24, 2010 by hgpu

A code motion technique for accelerating general-purpose computation on the GPU

Takatoshi Ikeda, Fumihiko Ino, and Kenichi Hagihar

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Tags: Computer science, nVidia, nVidia GeForce 6800, OpenGL, Programming techniques

December 24, 2010 by hgpu

Information Visualization of Multi-dimensional Cellular Automata using GPU Programming

Stephane Gobron, Daniel Mestre

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Tags: Cellular automata, Computer science, GLSL, nVidia, nVidia Quadro FX 3500, OpenGL, Real-time graphics, Visualization

December 24, 2010 by hgpu

Singular value decomposition on GPU using CUDA

Sheetal Lahabar, P. J. Narayanan

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Tags: Computer science, Linear Algebra, nVidia, nVidia GeForce GTX 280, Tesla S1070

December 24, 2010 by hgpu

A high-speed multi-GPU implementation of bottom-up attention using CUDA

Tingting Xu, Thomas Pototschnig, Kolja Kuhnlenz, Martin Buss

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX

December 24, 2010 by hgpu

Fine-grain Parallelism Using Multi-core, Cell/BE, and GPU Systems: Accelerating the Phylogenetic Likelihood Function

Frederico Pratas, Pedro Trancoso, Alexandros Stama

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Tags: Cell processor, Computer science, CUDA, nVidia, nVidia GeForce 8800 GT, nVidia GeForce GTX 285, Performance, Programming techniques

December 24, 2010 by hgpu

Real Time Stereo Vision Using Exponential Step Cost Aggregation On GPU

Wei Yu, Tsuhan Chen, James C. Hoe

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Tags: Computer vision, Image processing, nVidia, nVidia GeForce 8800 GTX

December 23, 2010 by hgpu

Parallel hybrid evolutionary algorithms on GPU

The Van Luong, Nouredine Melab, El-Ghazali Talbi

Tags: Computer science, CUDA, Data mining, Metaheuristics, nVidia, nVidia GeForce GTX 280

December 23, 2010 by hgpu

GPU Rigid Skinning based on a Refined Skeletonization Method

Andreas Vasilakis, Ioannis Fudos

Tags: 3D Graphics and Realism, Computer science, Real-time graphics, Visualization

December 23, 2010 by hgpu

Offloading IDS Computation to the GPU

Nigel Jacob, Carla E. Brodley

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Tags: Cg, Computer science, nVidia, nVidia GeForce 6800 GT, OpenGL, Security

December 23, 2010 by hgpu

Voronoi Toolpaths for PCB Mechanical Etch: Simple and Intuitive Algorithms with the 3D GPU

Marsette Vona, Daniela Rus

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Tags: Algorithms, Computer science, Visualization, Voronoi diagram

December 23, 2010 by hgpu

Fast and Efficient Dense Variational Stereo on GPU

Julien Mairal, Renaud Keriven, Alexandre Chariot

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Tags: Cg, Computer science, Image generation, nVidia, nVidia GeForce 7800 GTX, OpenGL, Visualization

December 23, 2010 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

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

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

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

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

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high performance computing on graphics processing units: hgpu.org

Applications

GPU algorithms for radiosity and subsurface scattering

A code motion technique for accelerating general-purpose computation on the GPU

Information Visualization of Multi-dimensional Cellular Automata using GPU Programming

Singular value decomposition on GPU using CUDA

A high-speed multi-GPU implementation of bottom-up attention using CUDA

Fine-grain Parallelism Using Multi-core, Cell/BE, and GPU Systems: Accelerating the Phylogenetic Likelihood Function

Real Time Stereo Vision Using Exponential Step Cost Aggregation On GPU

Parallel hybrid evolutionary algorithms on GPU

GPU Rigid Skinning based on a Refined Skeletonization Method

Offloading IDS Computation to the GPU

Voronoi Toolpaths for PCB Mechanical Etch: Simple and Intuitive Algorithms with the 3D GPU

Fast and Efficient Dense Variational Stereo on GPU

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

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

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

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

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