high performance computing on graphics processing units: hgpu.org

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High speed 3-D registration using GPU

Y. Kitaaki, H. Okuda, H. Kage, K. Sumi

Tags: Computer vision, Image processing, Image recognition, Image registration

May 6, 2011 by hgpu

Real-time 3D registration of stereo-vision based range images using GPU

Soon-Yong Park, Sung-In Choi, Jaekyoung Moon, Joon Kim, Yong Woon Park

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Tags: Computer science, Computer vision, CUDA, Image registration, nVidia

May 6, 2011 by hgpu

Performance Evaluation of Optimized Implementations of Finite Difference Method for Wave Propagation Problems on GPU Architecture

Diego Brandao, Marcelo Zamith, Esteban Clua, Anselmo Montenegro, Andre Bulcao, Daniel Madeira, Mauricio Kischinhevsky, Regina C.P. Leal-Toledo

Tags: Acoustics, Finite difference, Hardware Architecture, Physics

May 6, 2011 by hgpu

Efficient nearest-neighbor computation for GPU-based motion planning

Jia Pan, Christian Lauterbach, Dinesh Manocha

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Tags: Algorithms, CUDA, Image processing, Nearest neighbour, nVidia, nVidia GeForce GTX 285

May 6, 2011 by hgpu

Robust Adaptive 3-D Segmentation of Vessel Laminae From Fluorescence Confocal Microscope Images and Parallel GPU Implementation

Arunachalam Narayanaswamy, Saritha Dwarakapuram, Christopher S. Bjornsson, Barbara M. Cutler, William Shain, Badrinath Roysam

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Tags: Adaptive threshold, CUDA, Image processing, Medicine, nVidia, nVidia GeForce 8800 GTX

May 6, 2011 by hgpu

Mechanical Characterization and Performance Optimization for GPU Fan-Sink Cooling Module Assembly

Ching-I Chen, Ching-Yu Ni, Cheng-Chung Lee, Hsin-Yu Pan, Tsorng-Dih Yuan

Tags: Computer science, Finite element method, Hardware Architecture

May 6, 2011 by hgpu

Large-scale multi-dimensional document clustering on GPU clusters

Yongpeng Zhang, Frank Mueller, Xiaohui Cui, Thomas Potok

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Tags: Computer science, CUDA, Data Structures and Algorithms, GPU cluster, MPI, nVidia, nVidia GeForce GTX 280

May 6, 2011 by hgpu

Towards accelerating molecular modeling via multi-scale approximation on a GPU

M. Daga, Wu-chun Feng, T. Scogland

Tags: Algorithms, Biomolecules, Electrostatic potential, Medicine, Molecular modeling

May 5, 2011 by hgpu

Towards real time vision based UUV navigation using GPU technology

J. Horgan, F. Flannery, D. Toal

Tags: Computer vision, CUDA, Image processing, nVidia, SIFT

May 5, 2011 by hgpu

The implementation of Multi-Scale Retinex image enhancement algorithm based on GPU via CUDA

Wang Zheng-ning, Liu Changzhong, Lu Yu, Wu Min, Zhang Ping

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia Quadro FX 3700

May 5, 2011 by hgpu

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching

Vincent Garcia, Eric Debreuve, Frank Nielsen, Michel Barlaud

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Source codes

Tags: Computer vision, CUBLAS, CUDA, Image processing, Nearest neighbour, nVidia, nVidia Quadro FX 3700 M, Package, SIFT

May 5, 2011 by hgpu

Optimization and parameter exploration using GPU based FDTD solvers

M.J. Inman, A.Z. Elsherbeni

Tags: Electrodynamics, FDTD, Finite-difference time-domain

May 5, 2011 by hgpu

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Accelerating a Linear Programming Algorithm on AMD GPUs

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Towards Efficient and Practical GPU Multitasking in the Era of LLM

Bandicoot: C++ library for GPU accelerated linear algebra

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

The Fused Kernel Library: A C++ API to Develop Highly-Efficient GPU Libraries

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

High speed 3-D registration using GPU

Real-time 3D registration of stereo-vision based range images using GPU

Performance Evaluation of Optimized Implementations of Finite Difference Method for Wave Propagation Problems on GPU Architecture

Efficient nearest-neighbor computation for GPU-based motion planning

Robust Adaptive 3-D Segmentation of Vessel Laminae From Fluorescence Confocal Microscope Images and Parallel GPU Implementation

Mechanical Characterization and Performance Optimization for GPU Fan-Sink Cooling Module Assembly

Large-scale multi-dimensional document clustering on GPU clusters

Towards accelerating molecular modeling via multi-scale approximation on a GPU

Towards real time vision based UUV navigation using GPU technology

The implementation of Multi-Scale Retinex image enhancement algorithm based on GPU via CUDA

K-nearest neighbor search: Fast GPU-based implementations and application to high-dimensional feature matching

Optimization and parameter exploration using GPU based FDTD solvers

Recent source codes

CrossTL: Universal Programming Language & Translator

TBD-GPU

DG-SWEM - The Discontinuous Galerkin Shallow Water Equation Model

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Bandicoot: C++ library for GPU accelerated linear algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

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