high performance computing on graphics processing units: hgpu.org

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From Sparse Matrix to Optimal GPU CUDA Sparse Matrix Vector Product Implementation

Ahmed H. El Zein, Alistair P. Rendell

Tags: Computer science, CUDA, Linear Algebra, nVidia, Performance, Sparse matrix

May 20, 2011 by hgpu

GPU-PRISM: An Extension of PRISM for General Purpose Graphics Processing Units

Dragan Bosnacki, Stefan Edelkamp, Damian Sulewski, Anton Wijs

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Tags: Computer science, CUDA, Linear Algebra, nVidia, nVidia GeForce GTX 285, Probabilistic model checking

May 19, 2011 by hgpu

A GPU-based maximal frequent itemsets mining algorithm over stream

Haifeng Li

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Tags: Algorithms, Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 220

May 19, 2011 by hgpu

High-throughput stream categorization and intrusion detection on GPU

M.H. Khabbazian, H. Eslami, E. Totoni, A. Khadem

Tags: Computer science, CUDA, Network communications, nVidia, nVidia GeForce GTX 295, Security

May 19, 2011 by hgpu

GPU acceleration of a fully 3D Iterative Reconstruction Software for PET using CUDA

J. L. Herraiz, S. Espana, S. Garcia, R. Cabido, A. S. Montemayor, M. Desco, J. J. Vaquero, J. M. Udias

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Tags: CUDA, Image processing, Image reconstruction, Medicine, nVidia, nVidia GeForce 8800 GTS, nVidia GeForce FX 5600, nVidia GeForce GT 120, nVidia GeForce GTX 260, PET, Tomography

May 19, 2011 by hgpu

Astrophysical Particle Simulations with Custom GPU Clusters

R. Spurzem, P. Berczik, K. Nitadori, G. Marcus, A. Kugel, R. Manner, I. Berentzen, R. Klessen, R. Banerjee

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Tags: Astrophysics, CUDA, GPU cluster, MPI, N-body simulation, nVidia, Tesla C1070, Tesla C870

May 19, 2011 by hgpu

Optimized GPU Framework for Ultrasound B-Mode Imaging

Chunlan Xia, Anyuan Zhao, D.C. Liu

Tags: CUDA, Image processing, Medicine, nVidia, Ultrasound

May 18, 2011 by hgpu

Compile-time GPU memory access optimizations

Gert-Jan van den Braak, Bart Mesman, Henk Corporaal

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Tags: Compilers, Computer science, CUDA, nVidia, nVidia GeForce 8800 GT, Optimization, Programming techniques

May 17, 2011 by hgpu

Parallel compact roadmap construction of 3D virtual environments on the GPU

Avi Bleiweiss

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Tags: Computer science, CUDA, Hardware Architecture, Heterogeneous systems, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, Presentation

May 17, 2011 by hgpu

Parallel Particle-Based Reaction Diffusion: A GPU Implementation

Lorenzo Dematte

Tags: Algorithms, Biochemistry, Biology, CUDA, nVidia, nVidia GeForce GT 220, nVidia GeForce GTX 260, nVidia Quadro FX 570 M

May 17, 2011 by hgpu

Development and evaluation of scalable video motion estimators on GPU

S. Momcilovic, L. Sousa

Tags: CUDA, H.264/AVC, Image processing, nVidia, Tesla

May 17, 2011 by hgpu

GPU-Based Road Sign Detection Using Particle Swarm Optimization

Luca Mussi, Stefano Cagnoni, Fabio Daolio

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GT

May 17, 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

From Sparse Matrix to Optimal GPU CUDA Sparse Matrix Vector Product Implementation

GPU-PRISM: An Extension of PRISM for General Purpose Graphics Processing Units

A GPU-based maximal frequent itemsets mining algorithm over stream

High-throughput stream categorization and intrusion detection on GPU

GPU acceleration of a fully 3D Iterative Reconstruction Software for PET using CUDA

Astrophysical Particle Simulations with Custom GPU Clusters

Optimized GPU Framework for Ultrasound B-Mode Imaging

Compile-time GPU memory access optimizations

Parallel compact roadmap construction of 3D virtual environments on the GPU

Parallel Particle-Based Reaction Diffusion: A GPU Implementation

Development and evaluation of scalable video motion estimators on GPU

GPU-Based Road Sign Detection Using Particle Swarm Optimization

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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