high performance computing on graphics processing units: hgpu.org

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GPU Accelerated Path-Planning for Multi-agents in Virtual Environments

Leonardo G. Fischer, Renato Silveira, Luciana Nedel

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Tags: Computer science, CUDA, Games, nVidia, nVidia GeForce 9800 GX2, Path problems

April 12, 2011 by hgpu

The fast evaluation of hidden Markov models on GPU

Jun Li, Shuangping Chen, Yanhui Li

Tags: Algorithms, Computer science, nVidia, nVidia GeForce 9800 GTX, Statistics

April 12, 2011 by hgpu

Accelerating System-Level Design Tasks Using Commodity Graphics Hardware: A Case Study

Unmesh D. Bordoloi, Samarjit Chakraborty

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Tags: Cg, Computer science, Design space exploration, Electronic design automation, nVidia, nVidia GeForce 8800 GTX, OpenGL

April 12, 2011 by hgpu

Simulating Spiking Neural P systems without delays using GPUs

Francis Cabarle, Henry Adorna, Miguel A. Martinez-del-Amor

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Tags: Computer science, CUDA, Membrane computing, Neural and Evolutionary Computing, nVidia

April 12, 2011 by hgpu

Interactive Simulation and Visualization of Fluids with Surface Raycasting

Renan Teston Inacio, Tiago H. C. Nobrega, Diego D. B. Carvalho, Aldo von Wangenheim

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Fluid simulation, GLSL, nVidia, nVidia GeForce 9800 M GS, OpenGL, Rendering

April 11, 2011 by hgpu

Real-time 3-D object recognition using scale invariant feature transform and stereo vision

Gee-Sern Hsu, Chyi-Yeu Lin, Jia-Shan Wu

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Tags: Cg, Computer science, Computer vision, GLSL, Image recognition, nVidia, nVidia GeForce 8400 GS, nVidia GeForce 8500 GT, OpenGL, SIFT

April 11, 2011 by hgpu

EXOCHI: architecture and programming environment for a heterogeneous multi-core multithreaded system

Perry H. Wang, Jamison D. Collins, Gautham N. Chinya, Hong Jiang, Xinmin Tian, Milind Girkar, Nick Y. Yang, Guei Y. Lueh, Hong Wang

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Tags: Computer science, Heterogeneous systems, High-level Languages, Intel, Intel GMA X3000, OpenMP

April 11, 2011 by hgpu

CULA: hybrid GPU accelerated linear algebra routines

John R. Humphrey, Daniel K. Price, Kyle E. Spagnoli, Aaron L. Paolini, Eric J. Kelmelis

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Tags: Computer science, CUDA, CULA, Linear Algebra, nVidia, Package, Tesla C1060

April 11, 2011 by hgpu

Clustering coefficient queries on massive dynamic social networks

Zhiyu Liu, Chen Wang, Qiong Zou, Huayong Wang

Tags: Algorithms, Computer science, Databases, Networks

April 11, 2011 by hgpu

GPU-computing in econophysics and statistical physics

T. Preis

Tags: Computer science, CUDA, Finance, Ising model, nVidia, Physics

April 11, 2011 by hgpu

Simulation of bevel gear cutting with GPGPUs-performance and productivity

Sandra Wienke, Dmytro Plotnikov, Dieter an Mey, Christian Bischof, Ario Hardjosuwito, Christof Gorgels, Christian Brecher

Tags: Computational Engineering, Computer science, CUDA, nVidia, OpenCL, OpenMP

April 11, 2011 by hgpu

Power-Efficient Work Distribution Method for CPU-GPU Heterogeneous System

Guibin Wang, Xiaoguang Ren

Tags: Computer science, Energy-efficient computing, Heterogeneous systems

April 10, 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

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

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

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

Applications

GPU Accelerated Path-Planning for Multi-agents in Virtual Environments

The fast evaluation of hidden Markov models on GPU

Accelerating System-Level Design Tasks Using Commodity Graphics Hardware: A Case Study

Simulating Spiking Neural P systems without delays using GPUs

Interactive Simulation and Visualization of Fluids with Surface Raycasting

Real-time 3-D object recognition using scale invariant feature transform and stereo vision

EXOCHI: architecture and programming environment for a heterogeneous multi-core multithreaded system

CULA: hybrid GPU accelerated linear algebra routines

Clustering coefficient queries on massive dynamic social networks

GPU-computing in econophysics and statistical physics

Simulation of bevel gear cutting with GPGPUs-performance and productivity

Power-Efficient Work Distribution Method for CPU-GPU Heterogeneous System

Recent source codes

AutoDock-GPU: AutoDock for GPUs and other accelerators

NCCLX: collective communication framework

Tutoring LLM into a Better CUDA Optimizer

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

Kernel Library for LLM Serving

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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