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Large data real-time classification with Non-negative Matrix Factorization and Self-Organizing Maps on GPU

J. Platos, P. Gajdos

Tags: Computer science, Nonnegative matrix factorization, Security, Self-organizing map

May 3, 2011 by hgpu

Interactive Two-sided Refraction for Dynamic Object on GPU

Shuai Li, Yujian Gao, Aimin Hao, Lili Wang

Tags: 3D Graphics and Realism, Algorithms, Computer science, Real-time graphics

May 3, 2011 by hgpu

Real-Time Animating and Rendering of Large Scale Grass Scenery on GPU

Xiangkun Zhao, Fengxia Li, Shouyi Zhan

Tags: 3D Graphics and Realism, Algorithms, Collision detection, Computer science, Real-time graphics, Rendering

May 3, 2011 by hgpu

Real-time ocean wave motion simulation based on statistic model and GPU programming

Xiaohu Ma, Zhiwei Chen, Gang Shi

Tags: 3D Graphics and Realism, Computer science, FFT, Rendering

May 3, 2011 by hgpu

Accelerating scientific applications using GPU’s

M. Taher

Tags: Bioinformatics, Biology, Computer science, CUDA, FFT, nVidia, Security, Sequence alignment

May 3, 2011 by hgpu

GPU Implementation of Extended Gaussian Mixture Model for Background Subtraction

Vu Pham, Phong Vo, Vu Thanh Hung, Le Hoai Bac

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Source codes

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 9600 GT, Package

May 3, 2011 by hgpu

Parallel grid-based recursive Bayesian estimation using GPU for real-time autonomous navigation

Tomonari Furukawa, Benjamin Lavis, Hugh F. Durrant-Whyte

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Tags: Bayesian, Computer science, nVidia, nVidia GeForce 8800 GTS

May 3, 2011 by hgpu

Accelerating BP Neural Network-Based Image Compression by CPU and GPU Cooperation

Jinxian Lin, Jianghong Lin

Tags: Compression, Computer science, Image processing, Neural networks

May 3, 2011 by hgpu

Statistical power modeling of GPU kernels using performance counters

Hitoshi Nagasaka, Naoya Maruyama, Akira Nukada, Toshio Endo, Satoshi Matsuoka

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Tags: Computer science, CUDA, Energy-efficient computing, nVidia, nVidia GeForce GTX 285

May 3, 2011 by hgpu

A Framework of Large-Scale Terrain Visualization Based on GPU

Bo Li, Zhongyi Li, Cheng Wang

Tags: Computer science, Rendering, Visualization

May 3, 2011 by hgpu

Exploiting GPU On-chip Shared Memory for Accelerating Schedulability Analysis

Swaroop Nunna, Unmesh D. Bordoloi, Samarjit Chakraborty, Petru Eles, Zebo Peng

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Tags: Computer science, CUDA, Memory, nVidia, nVidia GeForce 8800 GTX

May 3, 2011 by hgpu

Sparse Matrix Formats Evaluation and Optimization on a GPU

Maxime R. Hugues, Serge G. Petiton

Tags: Computer science, Linear Algebra, Sparse matrix

May 1, 2011 by hgpu

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

BoltzGen:Toward Universal Binder Design

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

Accurate Models of NVIDIA Tensor Cores

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

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high performance computing on graphics processing units: hgpu.org

Large data real-time classification with Non-negative Matrix Factorization and Self-Organizing Maps on GPU

Interactive Two-sided Refraction for Dynamic Object on GPU

Real-Time Animating and Rendering of Large Scale Grass Scenery on GPU

Real-time ocean wave motion simulation based on statistic model and GPU programming

Accelerating scientific applications using GPU’s

GPU Implementation of Extended Gaussian Mixture Model for Background Subtraction

Parallel grid-based recursive Bayesian estimation using GPU for real-time autonomous navigation

Accelerating BP Neural Network-Based Image Compression by CPU and GPU Cooperation

Statistical power modeling of GPU kernels using performance counters

A Framework of Large-Scale Terrain Visualization Based on GPU

Exploiting GPU On-chip Shared Memory for Accelerating Schedulability Analysis

Sparse Matrix Formats Evaluation and Optimization on a GPU

Recent source codes

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

BoltzGen:Toward Universal Binder Design

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

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