high performance computing on graphics processing units: hgpu.org

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QR Factorization on a Multicore Node Enhanced with Multiple GPU Accelerators

Emmanuel Agullo, Cedric Augonnet, Jack Dongarra, Mathieu Faverge, Hatem Ltaief, Samuel Thibault, Stanimire Tomov

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Tags: Computer science, CUDA, Factorization, GPU cluster, Linear Algebra, nVidia, nVidia Quadro FX 5800, Tesla S1070

June 5, 2011 by hgpu

Accelerating GPU kernels for dense linear algebra

Rajib Nath, Stanimire Tomov, Jack Dongarra

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Tags: BLAS, Computer science, CUDA, Linear Algebra, nVidia, nVidia GeForce GTX 280

June 4, 2011 by hgpu

A Scalable High Performant Cholesky Factorization for Multicore with GPU Accelerators

Hatem Ltaief, Stanimire Tomov, Rajib Nath, Peng Du and Jack Dongarra

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Tags: Computer science, CUDA, Factorization, Linear Algebra, nVidia, Tesla S1070

June 4, 2011 by hgpu

Numerical simulation of 3D particulate flows based on GPU technology

Tobias Hahn

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Tags: CUDA, Fluid dynamics, nVidia, nVidia GeForce GTX 280, Thesis

June 4, 2011 by hgpu

Monte Carlo Radiative Transport on the GPU

Balazs Toth, Milan Magdics

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Tags: CUDA, Medicine, Monte Carlo simulation, nVidia, nVidia GeForce 9600, Physics, Radiotherapy

June 4, 2011 by hgpu

High performance stream computing for particle beam transport simulations

R. Appleby, D. Bailey, J. Higham, M. Salt

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Tags: Brook, Nuclear physics, nVidia, nVidia GeForce 7900, Physics

June 4, 2011 by hgpu

A streaming narrow-band algorithm: interactive computation and visualization of level sets

Aaron E. Lefohn, Joe M. Kniss, Charles D. Hansen, Ross T. Whitaker

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Tags: Algorithms, ATI, ATI Radeon 9800 Pro, Image processing, MRI, OpenGL, Visualization

June 3, 2011 by hgpu

Synthesizing Subdivision Meshes Using Real Time Tessellation

Matthias Hollander, Tamy Boubekeur

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce GTX 295, OpenGL, Tessellation, Triangular meshes, Visualization

June 3, 2011 by hgpu

High Performance Stereo Vision Designed for Massively Data Parallel Platforms

Wei Yu, Tsuhan Chen, Franz Franchetti, James C. Hoe

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, Real-time graphics, Stereo vision

June 3, 2011 by hgpu

Multiple-GPUs Algorithm for Lattice Boltzmann Method

Jifu Zhou, Chengwen Zhong, Jianfei Xie, Shiqun Yin

Tags: Fluid dynamics, GPU cluster, Lattice Boltzmann model, MPI, OpenGL, Rendering

June 3, 2011 by hgpu

Interactive Approximate Rendering of Reflections, Refractions, and Caustics

Wei Hu, Kaihuai Qin

Tags: Computer science, Raytracing, Rendering

June 3, 2011 by hgpu

Mixed-Tool Performance Analysis on Hybrid Multicore Architectures

Peng Du, Piotr Luszczek, Stanimire Tomov, Jack Dongarra

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Tags: BLAS, Computer science, CUDA, Linear Algebra, nVidia, nVidia GeForce GTX 280, Performance

June 3, 2011 by hgpu

CL4SE: A Context Learning Benchmark For Software Engineering Tasks

CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models

A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels

KernelGYM & Dr. Kernel: A distributed GPU environment and a collection of RL training methods to support RL for Kernel Generations

Dr. Kernel: Reinforcement Learning Done Right for Triton Kernel Generations

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Generating Literature-Driven Scientific Theories at Scale

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high performance computing on graphics processing units: hgpu.org

Applications

QR Factorization on a Multicore Node Enhanced with Multiple GPU Accelerators

Accelerating GPU kernels for dense linear algebra

A Scalable High Performant Cholesky Factorization for Multicore with GPU Accelerators

Numerical simulation of 3D particulate flows based on GPU technology

Monte Carlo Radiative Transport on the GPU

High performance stream computing for particle beam transport simulations

A streaming narrow-band algorithm: interactive computation and visualization of level sets

Synthesizing Subdivision Meshes Using Real Time Tessellation

High Performance Stereo Vision Designed for Massively Data Parallel Platforms

Multiple-GPUs Algorithm for Lattice Boltzmann Method

Interactive Approximate Rendering of Reflections, Refractions, and Caustics

Mixed-Tool Performance Analysis on Hybrid Multicore Architectures

Recent source codes

CL4SE: A Context Learning Benchmark For Software Engineering Tasks

CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models

A Safety Report on GPT-5.2, Gemini 3 Pro, Qwen3-VL, Grok 4.1 Fast, Nano Banana Pro, and Seedream 4.5

DICE: Diffusion Large Language Models Excel at Generating CUDA Kernels

KernelGYM & Dr. Kernel: A distributed GPU environment and a collection of RL training methods to support RL for Kernel Generations

Vortex-Optimized Light-weight Toolchain (VOLT)

SciDef: Automated Definition Extraction from Scientific Literature

bioagent-bench: Benchmark for evaluating LLM agents in bioinformatics

Benchmark suite for LLM inference on NVIDIA consumer GPUs

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

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