high performance computing on graphics processing units: hgpu.org

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Motion planning for autonomous driving with a conformal spatiotemporal lattice

Matthew McNaughton, Chris Urmson, John M. Dolan, Jin-Woo Lee

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Tags: Algorithms, Earth and Space Sciences, nVidia, nVidia GeForce GTX 260

August 27, 2011 by hgpu

Rapid RNA Folding: Analysis and Acceleration of the Zuker Recurrence

Arpith C. Jacob, Jeremy D. Buhler, Roger D. Chamberlain

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Tags: Algorithms, Bioinformatics, Biology, Computational biology, CUDA, FPGA, nVidia, nVidia GeForce GTX 280, RNA, Tesla C870

August 27, 2011 by hgpu

A New Approach for Color Character Extraction Based on Parallel Clustering

Miao Qing, Fu Zhong-liang, Zhao Xiang-hui

Tags: Algorithms, Clustering, CUDA, Image processing, nVidia

August 27, 2011 by hgpu

A new adaptive model for real-time fluid simulation with complex boundaries

Jian He, Xi Chen, Zhangye Wang, Ke Yan, Chen Cao, Qunsheng Peng

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Tags: Algorithms, Cg, CUDA, Fluid dynamics, Fluid simulation, nVidia, nVidia GeForce GTX 280, Voxelization

August 27, 2011 by hgpu

Parallel Fast Gauss Transform

Rahul S. Sampath, Hari Sundar, Shravan K. Veerapaneni

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Tags: Algorithms, Computer science, Performance

August 26, 2011 by hgpu

Exploring graphics processing units as parallel coprocessors for online aggregation

Tobias Lauer, Amitava Datta, Zurab Khadikov, Christoffer Anselm

Tags: Algorithms, Computer science, CUDA, Databases, nVidia, Performance

August 26, 2011 by hgpu

Acceleration of an improved Retinex algorithm

Yuan-Kai Wang, Wen-Bin Huang

Tags: Algorithms, Compression, CUDA, Image processing, nVidia

August 26, 2011 by hgpu

Accelerating tetrahedral interpolation with data-level and Thread-Level Parallel optimization

Jaewoo Ahn, Becksang Seong, Wonyong Sung

Tags: Algorithms, Data parallelism, Image processing, Optimization

August 26, 2011 by hgpu

A PC-based fully-programmable medical ultrasound imaging system using a graphics processing unit

Seokhyun Kim, Hak-yeol Sohn, Jin Ho Chang, Tai-kyoung Song, Yangmo Yoo

Tags: Algorithms, CUDA, Image processing, Medicine, nVidia, nVidia GeForce GTX 285, Ultrasound

August 25, 2011 by hgpu

An efficient GPU-based time domain solver for the acoustic wave equation

Ravish Mehra, Nikunj Raghuvanshi, Lauri Savioja, Ming C. Lin, Dinesh Manocha

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Tags: Acoustics, Algorithms, CUDA, FDTD, Finite-difference time-domain, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce 9600 M GT, nVidia GeForce GTX 480, nVidia Quadro FX 5800, Physics, Visualization, Wave equation

August 25, 2011 by hgpu

Parallel computation of spherical parameterizations for mesh analysis

Theodoros Athanasiadis, Ioannis Fudos

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Tags: 3D Graphics and Realism, Algorithms, Computer science, nVidia, nVidia GeForce GTX 480, OpenCL, Package

August 24, 2011 by hgpu

A mapping path for multi-GPGPU accelerated computers from a portable high level programming abstraction

Allen Leung, Nicolas Vasilache, Benoit Meister, Muthu Baskaran, David Wohlford, Cedric Bastoul, Richard Lethin

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Tags: Algorithms, Code generation, Compilers, Computer science, CUBLAS, CUDA, nVidia, nVidia GeForce 9800 GX2, nVidia GeForce GTX 285, Programming Languages

August 24, 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

Motion planning for autonomous driving with a conformal spatiotemporal lattice

Rapid RNA Folding: Analysis and Acceleration of the Zuker Recurrence

A New Approach for Color Character Extraction Based on Parallel Clustering

A new adaptive model for real-time fluid simulation with complex boundaries

Parallel Fast Gauss Transform

Exploring graphics processing units as parallel coprocessors for online aggregation

Acceleration of an improved Retinex algorithm

Accelerating tetrahedral interpolation with data-level and Thread-Level Parallel optimization

A PC-based fully-programmable medical ultrasound imaging system using a graphics processing unit

An efficient GPU-based time domain solver for the acoustic wave equation

Parallel computation of spherical parameterizations for mesh analysis

A mapping path for multi-GPGPU accelerated computers from a portable high level programming abstraction

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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