high performance computing on graphics processing units: hgpu.org

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An improved visual inspection system using visual servo

Chuantao Zang, Koichi Hashimoto

Tags: Algorithms, Computer science, Rendering, SIFT

March 29, 2011 by hgpu

Rendering of 3D Dynamic Virtual Environments

Salvatore Catanese, Emilio Ferrara, Giacomo Fiumara, Francesco Pagano

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Tags: 3D Graphics and Realism, Computer science, DirectX, Games, OpenGL, Review, Virtual reality

March 29, 2011 by hgpu

Scandalously Parallelizable Mesh Generation

David Bortz, Andrew Christlieb

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Tags: Algorithms, Mathematics, Numerical Analysis, Partial differential equations, PDEs

March 29, 2011 by hgpu

Multi-mass solvers for lattice QCD on GPUs

A. Alexandru, C. Pelissier, B. Gamari, F. Lee

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Tags: CUDA, High Energy Physics - Lattice, Monte Carlo simulation, nVidia, nVidia GeForce GTX 480, Physics, QCD

March 29, 2011 by hgpu

GPU-Based Shooting and Bouncing Ray Method for Fast RCS Prediction

Yubo Tao, Hai Lin, Hujun Bao

Tags: CUDA, Electrodynamics, KD-tree, nVidia, Optics, Raytracing

March 28, 2011 by hgpu

An Empirically Optimized Radix Sort for GPU

B. Huang, Jinlan Gao, Xiaoming Li

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Tags: Algorithms, Computer science, MPI, nVidia, Performance, Sorting

March 28, 2011 by hgpu

GPU architecture evaluation for multispectral and hyperspectral image analysis

Virginie Fresse, Dominique Houzet, Christophe Gravier

Tags: Algorithms, Image processing, Spectral methods

March 28, 2011 by hgpu

GPU accelerated real time polarimetric image processing through the use of CUDA

H. Patel

Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce 9400 GS

March 28, 2011 by hgpu

GPU Based Spot Noise Parallel Algorithm for 2D Vector Field Visualization

Bo Qin, Fang Su, Zhanbin Wu, Jingjing Wang

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

March 28, 2011 by hgpu

A Chunking Method for Euclidean Distance Matrix Calculation on Large Dataset Using Multi-GPU

Qi Li, V. Kecman, R. Salman

Tags: Computer science, Data Structures and Algorithms, GPU cluster

March 28, 2011 by hgpu

GPU-Based Fast Minimum Spanning Tree Using Data Parallel Primitives

Wei Wang, Shaozhong Guo, Fan Yang, Jianxun Chen

Tags: Computer science, CUDA, Graph theory, nVidia, nVidia GeForce GTX 260

March 28, 2011 by hgpu

A Batched GPU Algorithm for Set Intersection

Di Wu, Fan Zhang, Naiyong Ao, Fang Wang, Xiaoguang Liu, Gang Wang

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Tags: Algorithms, Computer science, CUDA, Data Structures and Algorithms, nVidia, Tesla C1060

March 28, 2011 by hgpu

CUDAnalyst (CUDA + Analyst)

Towards Feedback-to-Plan Decisions for Self-Evolving LLM Agents in CUDA Kernel Generation

CodegenBench

CodegenBench: Can LLMs Write Efficient Code Across Architectures?

KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

CuTile Benchmark Suite: Performance and Productivity Tradeoffs for GPU Kernel Programming on Blackwell Architecture

Evaluating CUDA Tile for AI Workloads on Hopper and Blackwell GPUs

Agentic Code Optimization via Compiler-LLM Cooperation

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

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high performance computing on graphics processing units: hgpu.org

Applications

An improved visual inspection system using visual servo

Rendering of 3D Dynamic Virtual Environments

Scandalously Parallelizable Mesh Generation

Multi-mass solvers for lattice QCD on GPUs

GPU-Based Shooting and Bouncing Ray Method for Fast RCS Prediction

An Empirically Optimized Radix Sort for GPU

GPU architecture evaluation for multispectral and hyperspectral image analysis

GPU accelerated real time polarimetric image processing through the use of CUDA

GPU Based Spot Noise Parallel Algorithm for 2D Vector Field Visualization

A Chunking Method for Euclidean Distance Matrix Calculation on Large Dataset Using Multi-GPU

GPU-Based Fast Minimum Spanning Tree Using Data Parallel Primitives

A Batched GPU Algorithm for Set Intersection

Recent source codes

CUDAnalyst (CUDA + Analyst)

CodegenBench

KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

CUDA Kernel Fusion Benchmarks

IntelliKit: Agent-first tooling for AMD hardware

DITRON: Distributed Compiler based on Triton for Parallel Systems

CuTile Benchmark Suite: Performance and Productivity Tradeoffs for GPU Kernel Programming on Blackwell Architecture

Agentic Code Optimization via Compiler-LLM Cooperation

Device Virtual Machine (DVM)

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

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