high performance computing on graphics processing units: hgpu.org

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hgpu.org » paper

Memory-efficient implementation of a graphics processor-based cluster detection algorithm for large spatial databases

R.J. Thapa, C. Trefftz, G. Wolffe

Tags: Algorithms, Computer science, Databases, Memory model

June 14, 2011 by hgpu

Parallel implementation of artificial neural network training

S. Scanzio, S. Cumani, R. Gemello, F. Mana, P. Laface

Tags: Acoustics, CUDA, Neural networks, nVidia, Signal processing, Speech recognition

June 14, 2011 by hgpu

CuParcone A High-Performance Evolvable Neural Network Model

Xiaoxi Chen, Lin Gao, Hugo de Garis

Tags: CUDA, Image processing, Image recognition, Neural networks, nVidia

June 14, 2011 by hgpu

Accelerating light scattering simulations of nanostructures by reconfigurable computing

L. Rockstroh, A. Balevic, M. Wroblewski, J. Hillebrand, A. Tausendfreund, S. Patzelt, S. Simon, G. Goch

Tags: Mesoscale and Nanoscale Physics, Optics, Physics

June 10, 2011 by hgpu

Massively LDPC Decoding on Multicore Architectures

Gabriel Falcao, Leonel Sousa, Vitor Silva

Tags: Cell processor, Computer science, CUDA, nVidia, Parity-check codes, Performance

June 10, 2011 by hgpu

CUDA Based Fast Implementation of Very Large Matrix Computation

Yinghong Sun, Yuanman Tong

Tags: Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia

June 10, 2011 by hgpu

Planetary-Scale Terrain Composition

Robert Kooima, Jason Leigh, Andrew Johnson, Doug Roberts, Mark SubbaRao, Thomas A. DeFanti

Tags: Computer science, Real-time graphics, Rendering, Visualization

June 10, 2011 by hgpu

The Research of Real-Time Shadow Rendering Algorithm of Virtual Scenes

Liu Hui, Jin Hanjun, Yan Jianlin

Tags: Computer science, Real-time graphics, Rendering

June 10, 2011 by hgpu

Accelerating Multi-layer Perceptron based short term demand forecasting using Graphics Processing Units

Ting He, ZhaoYang Dong, Ke Meng, Hua Wang, Y.T. Oh

Tags: Computer science, Performance, Power Systems Simulation

June 10, 2011 by hgpu

The scoring sequences on profile Hidden Markov Models with delete states elimination by GPUs

Jun Li, Yanhui Li, Shuangping Chen

Tags: Bioinformatics, Computer science, nVidia, nVidia GeForce 9800 GTX, Sequence alignment

June 10, 2011 by hgpu

Real-time rain simulation in cartoon style

Zhong-Xin Feng, Min Tang, Jin-Xiang Dong, Shang-Ching Chou

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

June 10, 2011 by hgpu

Real-time rendering of large-scale tree scene

Huai Yongjian, Zeng Xi, Yu Peng, Li Jingli

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

June 10, 2011 by hgpu

Harness Engineering for LLM-Driven GPU Kernel Generation

CANNBot Skills

Compiler-Grounded Hierarchical Diagnosis for LLM-Based Triton Kernel Optimization

NVIDIA Object Oriented Agents

NVIDIA-labs OO Agents: Native Python Object-Oriented Agents

UniCoder: Unified Visual-to-Code Generation via Symbolic Rewards and Reference-Guided Code Optimization

CuFuzz: An API-Knowledge-Graph Coverage-Driven Fuzzing Framework for CUDA Libraries

AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning

Probe-and-Refine Tuning of Repository Guidance for AI Coding Agents

Probe-and-Refine Tuning of Repository Guidance for Coding Agents

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high performance computing on graphics processing units: hgpu.org

Applications

Memory-efficient implementation of a graphics processor-based cluster detection algorithm for large spatial databases

Parallel implementation of artificial neural network training

CuParcone A High-Performance Evolvable Neural Network Model

Accelerating light scattering simulations of nanostructures by reconfigurable computing

Massively LDPC Decoding on Multicore Architectures

CUDA Based Fast Implementation of Very Large Matrix Computation

Planetary-Scale Terrain Composition

The Research of Real-Time Shadow Rendering Algorithm of Virtual Scenes

Accelerating Multi-layer Perceptron based short term demand forecasting using Graphics Processing Units

The scoring sequences on profile Hidden Markov Models with delete states elimination by GPUs

Real-time rain simulation in cartoon style

Real-time rendering of large-scale tree scene

Recent source codes

TensorCorePTX: PTX Tensor Core GEMM Exploration

FlashPDE: Triton-fused PDE stencil kernels for physics-informed neural networks

PortLBM: Portable GPU-accelerated Lattice Boltzmann Method Simulations

Harness Engineering for LLM-Driven GPU Kernel Generation

CANNBot Skills

NVIDIA Object Oriented Agents

UniCoder: Unified Visual-to-Code Generation via Symbolic Rewards and Reference-Guided Code Optimization

CuFuzz: An API-Knowledge-Graph Coverage-Driven Fuzzing Framework for CUDA Libraries

AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning

Probe-and-Refine Tuning of Repository Guidance for AI Coding Agents

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