high performance computing on graphics processing units: hgpu.org

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Toward real-time kernel density estimate display for instrumentation

Lee Barford, Ivan Gibbs, Richard Kelley

Tags: Computer science, Probability, Visualization

July 29, 2011 by hgpu

Multi scale block histogram of template feature for pedestrian detection

Shaopeng Tang, S. Goto

Tags: Computer science, Computer vision, Image recognition

July 29, 2011 by hgpu

GPU accelerated Monte Carlo simulations of lattice spin models

Martin Weigel, Taras Yavors'kii

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Tags: Computational Physics, CUDA, High Energy Physics - Lattice, Monte Carlo simulation, nVidia, nVidia GeForce GTX 480, Package, Physics, Statistical Mechanics, Tesla C1060

July 28, 2011 by hgpu

A group theoretical toolbox for color image operators

Reiner Lenz, Thanh Hai Bui, Koichi Takase

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Tags: Algorithms, Image processing, nVidia, nVidia GeForce 6600 GT

July 28, 2011 by hgpu

A collision detection algorithm using adaptive particle sensor

Thiti Rungcharoenpaisal, Pizzanu Kanongchaiyos

Tags: Algorithms, Collision detection, Computer science

July 28, 2011 by hgpu

Iterative layer-based raytracing on CUDA

A. Segovia, Xiaoming Li, Guang Gao

Tags: Algorithms, Computer science, CUDA, Image generation, nVidia, Raytracing

July 28, 2011 by hgpu

Real-time Semi-Global Matching on the CPU

Stefan K. Gehrig, Clemens Rabe

Tags: Algorithms, Computer science, Computer vision, FPGA, nVidia, nVidia GeForce 8800 Ultra, Performance, Stereo vision

July 28, 2011 by hgpu

Towards automatic Digital Surface Model generation using a Graphics Processing Unit

D. van der Merwe, J. Meyer

Tags: Algorithms, Earth and Space Sciences

July 28, 2011 by hgpu

Navier-Stokes on programmable graphics hardware using SMAC

C.E. Scheidegger, J.L.D. Comba, R.D. da Cunha

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Tags: Algorithms, Fluid dynamics, Fluid simulation, Navier-Stokes equations, NSEs, nVidia, nVidia GeForce 6800 Ultra, nVidia GeForce FX 5900, OpenGL, Package

July 28, 2011 by hgpu

View-Dependent Real-Time Rendering of Large Outdoor Scenes

Xiangkun Zhao, Fengxia Li, Yufeng Chen, Shouyi Zhan

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Tags: Clustering, Computer science, Hierarchical clustering, nVidia, nVidia GeForce 8600 GT, Real-time graphics, Rendering

July 28, 2011 by hgpu

A novel hardware acceleration technique for high performance parallel FDTD method

Wenhua Yu

Tags: Electrodynamics, FDTD, Finite-difference time-domain

July 28, 2011 by hgpu

Simulation of real-time explosion smoke based on Simplex-Noise

Xihou Li, Hao Wang, Hongyu Yang

Tags: Fluid dynamics, Fluid simulation, Visualization

July 28, 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

Toward real-time kernel density estimate display for instrumentation

Multi scale block histogram of template feature for pedestrian detection

GPU accelerated Monte Carlo simulations of lattice spin models

A group theoretical toolbox for color image operators

A collision detection algorithm using adaptive particle sensor

Iterative layer-based raytracing on CUDA

Real-time Semi-Global Matching on the CPU

Towards automatic Digital Surface Model generation using a Graphics Processing Unit

Navier-Stokes on programmable graphics hardware using SMAC

View-Dependent Real-Time Rendering of Large Outdoor Scenes

A novel hardware acceleration technique for high performance parallel FDTD method

Simulation of real-time explosion smoke based on Simplex-Noise

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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