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The GPU on irregular computing: performance issues and contributions

Manuel Ujaldon, Joel Saltz

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Tags: Computer science, nVidia, nVidia GeForce 6800, OpenGL, Performance, Sparse matrix

May 27, 2011 by hgpu

Parallelization of Binary and Real-Coded Genetic Algorithms on CUDA

Ramnik Arora, Rupesh Tulshyan, Kalyanmoy Deb

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Tags: Computer science, CUDA, Genetic programming, nVidia, Tesla C1060

May 27, 2011 by hgpu

Parallelization of binary and real-coded genetic algorithms on GPU using CUDA

Ramnik Arora, Rupesh Tulshyan, Kalyanmoy Deb

Tags: Computer science, CUDA, Genetic programming, nVidia, Tesla C1060

May 27, 2011 by hgpu

Towards real time 3D tracking and reconstruction on a GPU using Monte Carlo simulations

Jairo R. Sanchez, Hugo Alvarez, Diego Borro

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Tags: Computer vision, CUDA, Image processing, Image reconstruction, Monte Carlo simulation, nVidia, nVidia GeForce GTX 260, Real-time graphics, Video tracking

May 27, 2011 by hgpu

Optimized GPU Framework for Pulsed Wave Doppler Ultrasound

Li Wang, Dan Shi, D.C. Liu

Tags: CUDA, FFT, Medicine, nVidia, Signal processing, Ultrasound

May 26, 2011 by hgpu

Very fast ellipse detection using GPU-based RHT

Jong Kwan Lee, B.A. Wood, T.S. Newman

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Tags: Image processing, Image recognition, nVidia, nVidia GeForce 7950 GT

May 26, 2011 by hgpu

Accelerating adaptive background subtraction with GPU and CBEA architecture

M. Poremba, Yuan Xie, M. Wolf

Tags: Computer science, Computer vision, CUDA, nVidia

May 26, 2011 by hgpu

Robust foreground segmentation for GPU architecture in an immersive 3D videoconferencing system

Jaume Civit, Oscar Divorra Escoda

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Tags: CUDA, Image processing, nVidia, nVidia GeForce GTX 295, Real-time graphics

May 26, 2011 by hgpu

A Lightweight, GPU-Based Software RAID System

Matthew L. Curry, H. Lee Ward, Anthony Skjellum, Ron Brightwell

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Tags: Computer science, CUDA, Error recovery, Fault simulation, nVidia, Tesla C1060

May 26, 2011 by hgpu

Optimized Pattern-Based Adaptive Mesh Refinement Using GPU

Ricardo Lenz, Joaquim Bento Cavalcante-Neto, Creto Augusto Vidal

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Mesh simplification, nVidia, nVidia GeForce 9600 GT, OpenGL, Triangular meshes

May 25, 2011 by hgpu

A GPU-enabled solver for time-constrained linear sum assignment problems

R. Roverso, A. Naiem, M. El-Beltagy, S. El-Ansary, S. Haridi

Tags: Algorithms, Computer science, CUDA, Linear Algebra, nVidia, Optimization

May 25, 2011 by hgpu

GPU implementation of map-MRF for microscopy imagery segmentation

Danny Crookes, Paul Miller, Hugh Gribben, Charles Gillan, Damian McCaughey

Tags: Algorithms, Biology, CUDA, Image processing, Medicine, nVidia, nVidia GeForce 8800 GTX

May 25, 2011 by hgpu

AutoDock-GPU: AutoDock for GPUs and other accelerators

Architecting Tensor Core-Based Reductions for Irregular Molecular Docking Kernels

NCCLX: collective communication framework

Collective Communication for 100k+ GPUs

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

A Performance Portable Matrix Free Dense MTTKRP in GenTen

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

Accelerating cosmological simulations on GPUs: a portable approach using OpenMP

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

ConCuR: Conciseness Makes State-of-the-Art Kernel Generation

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high performance computing on graphics processing units: hgpu.org

The GPU on irregular computing: performance issues and contributions

Parallelization of Binary and Real-Coded Genetic Algorithms on CUDA

Parallelization of binary and real-coded genetic algorithms on GPU using CUDA

Towards real time 3D tracking and reconstruction on a GPU using Monte Carlo simulations

Optimized GPU Framework for Pulsed Wave Doppler Ultrasound

Very fast ellipse detection using GPU-based RHT

Accelerating adaptive background subtraction with GPU and CBEA architecture

Robust foreground segmentation for GPU architecture in an immersive 3D videoconferencing system

A Lightweight, GPU-Based Software RAID System

Optimized Pattern-Based Adaptive Mesh Refinement Using GPU

A GPU-enabled solver for time-constrained linear sum assignment problems

GPU implementation of map-MRF for microscopy imagery segmentation

Recent source codes

AutoDock-GPU: AutoDock for GPUs and other accelerators

NCCLX: collective communication framework

Tutoring LLM into a Better CUDA Optimizer

Kernel Library for LLM Serving

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

Genten: Software for Generalized Tensor Decompositions by Sandia National Laboratories

Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR

Pinocchio: PINpointing Orbit Crossing Collapsed Hierarchical Objects

KernelCoder: trained on a curated dataset of reasoning traces and CUDA kernel pairs

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