high performance computing on graphics processing units: hgpu.org

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GPU-Based Hierarchical Computations for View Independent Visibility

Rhushabh Goradia, Prekshu Ajmera, Sharat Chandran

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Tags: Algorithms, Computer science, CUDA, nVidia, Rendering

May 12, 2011 by hgpu

Real Time Simulation of Tissue Cutting Based on GPU and CUDA for Surgical Training

Yuanyuan Zhang, Zhiyong Yuan, Yihua Ding, Jianhui Zhao, Zhaoliang Duan, Mingui Sun

Tags: CUDA, Mass-spring systems, Medicine, nVidia, Surgical simulation, Virtual reality

May 12, 2011 by hgpu

GPU Acceleration of PROPELLER MRI Using CUDA

Hongyu Guo, Jianping Dai, Yanfa He

Tags: CUDA, Image processing, Image reconstruction, Medicine, MRI, nVidia

May 12, 2011 by hgpu

Efficient GPU-based Construction of Occupancy Girds Using several Laser Range-finders

Manuel Yguel, Olivier Aycard, Christian Laugier

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Tags: Algorithms, Image processing, nVidia, nVidia GeForce FX 5650, OpenGL

May 12, 2011 by hgpu

Scaling IDS construction based on Non-negative Matrix factorization using GPU computing

Jan Platos, Pavel Kromer, Vaclav Snasel, Ajith Abraham

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Tags: Computer science, CUDA, Nonnegative matrix factorization, nVidia, Security

May 12, 2011 by hgpu

OpenCL based machine learning labeling of biomedical datasets

Oscar Amoros, Sergio Escalera, Anna Puig

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Tags: GLSL, Image processing, Machine learning, Medicine, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce GTX 470, OpenCL, OpenGL

May 12, 2011 by hgpu

Accelerating QDP++ using GPUs

Frank Winter

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Tags: Computational Physics, CUDA, High Energy Physics - Lattice, nVidia, nVidia GeForce GTX 480, Physics, Programming Languages, QCD

May 12, 2011 by hgpu

A GPU-based iterated tabu search for solving the quadratic 3-dimensional assignment problem

The Van Luong, Lakhdar Loukil, Nouredine Melab, El-Ghazali Talbi

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Tags: Computer science, CUDA, Metaheuristics, nVidia, nVidia GeForce 8600 M GT, Search

May 11, 2011 by hgpu

Optimized GPU Framework for Speckle Reduction Using Histogram Matching and Region Growing

Dan Shi, Xiaoying Li, D.C. Liu

Tags: Image processing, Medicine, Ultrasound

May 11, 2011 by hgpu

Real-Time Simulation and Rendering of 3D Smoke on GPU Programme

Chen Ge, Yin Xue, Li Yunfei

Tags: 3D Graphics and Realism, Image processing, Navier-Stokes equations, NSEs, Rendering

May 11, 2011 by hgpu

Fast GPU implementation of large scale dictionary and sparse representation based vision problems

Pradeep Nagesh, Rahul Gowda, Baoxin Li

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Tags: Computer science, Computer vision, CUDA, Image recognition, nVidia, nVidia GeForce 9800 GT

May 11, 2011 by hgpu

Where is the data? Why you cannot debate CPU vs. GPU performance without the answer

Chris Gregg, Kim Hazelwood

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Tags: Computer science, nVidia, nVidia GeForce 9800 GT, nVidia GeForce GT 330 M, nVidia GeForce GTX 480, Performance, Review, Tesla C2050

May 11, 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

GPU-Based Hierarchical Computations for View Independent Visibility

Real Time Simulation of Tissue Cutting Based on GPU and CUDA for Surgical Training

GPU Acceleration of PROPELLER MRI Using CUDA

Efficient GPU-based Construction of Occupancy Girds Using several Laser Range-finders

Scaling IDS construction based on Non-negative Matrix factorization using GPU computing

OpenCL based machine learning labeling of biomedical datasets

Accelerating QDP++ using GPUs

A GPU-based iterated tabu search for solving the quadratic 3-dimensional assignment problem

Optimized GPU Framework for Speckle Reduction Using Histogram Matching and Region Growing

Real-Time Simulation and Rendering of 3D Smoke on GPU Programme

Fast GPU implementation of large scale dictionary and sparse representation based vision problems

Where is the data? Why you cannot debate CPU vs. GPU performance without the answer

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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