high performance computing on graphics processing units: hgpu.org

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Fast generating of a digital hologram using general-purpose computation on graphics processing units

Joong-Seok Song, Young-Ho Seo, Jong-Il Park

Tags: Computer holography, CUDA, Image generation, Image processing, nVidia

April 22, 2011 by hgpu

Preliminary implementation of two parallel programs for fractal image coding on GPUs

A. Wakatani

Tags: CUDA, Image processing, nVidia

April 22, 2011 by hgpu

Parallel Zigzag Scanning and Huffman Coding for a GPU-based MPEG-2 Encoder

Pablo Montero, Javier Taibo, Victor Gulias, Samuel Rivas

Tags: Algorithms, Compression, Image processing, Video decoding

April 22, 2011 by hgpu

Accelerating the numerical simulation of magnetic field lines in tokamaks using the GPU

R. C. Kalling, T. E. Evans, D. M. Orlov, D. P. Schissel, R. Maingi, J. E. Menard, S. A. Sabbagh

Tags: CUDA, Electrodynamics, Electromagnetics simulation, nVidia

April 22, 2011 by hgpu

Scalable Clustering Using Graphics Processors

Feng Cao, Anthony Tung, Aoying Zhou

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Tags: Algorithms, Cg, Clustering, Computer science, nVidia, nVidia GeForce 6800 GT, OpenGL

April 22, 2011 by hgpu

GPU accelerated simulations of 3D deterministic particle transport using discrete ordinates method

Chunye Gong, Jie Liu, Lihua Chi, Haowei Huang, Jingyue Fang, Zhenghu Gong

Tags: Boltzmann equation, Computational Physics, CUDA, nVidia, Physics, Tesla M2050

April 22, 2011 by hgpu

Pretty Good Accuracy in Matrix Multiplication with GPUs

Matthew Badin, Lubomir Bic, Michael Dillencourt, Alexandru Nicolau

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Tags: Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia, nVidia GeForce GTX 285

April 21, 2011 by hgpu

Using graphics processors to accelerate the computation of the matrix inverse

P. Ezzatti, E. Quintana-Orti, A. Remon

Source codes

Tags: Computer science, Linear Algebra, Matrix inversion

April 21, 2011 by hgpu

Fast Variable Center-Biased Windowing for High-Speed Stereo on Programmable Graphics Hardware

Jiangbo Lu, G. Lafruit, F. Catthoor

Tags: Image processing, nVidia, nVidia GeForce 7900, Optimization

April 21, 2011 by hgpu

Automatically generating and tuning GPU code for sparse matrix-vector multiplication from a high-level representation

Dominik Grewe, Anton Lokhmotov

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Tags: ATI, ATI Radeon HD 5970, Code generation, Computer science, CUDA, High-level Languages, Linear Algebra, nVidia, OpenCL, Sparse matrix, Tesla S1070

April 21, 2011 by hgpu

Automatically Tuning Sparse Matrix-Vector Multiplication for GPU Architectures

Alexander Monakov, Anton Lokhmotov, Arutyun Avetisyan

Tags: Computer science, Partial differential equations, PDEs, Sparse matrix

April 21, 2011 by hgpu

Assessment of GPU computational enhancement to a 2D flood model

Alfred J. Kalyanapu, Siddharth Shankar, Eric R. Pardyjak, David R. Judi, Steven J. Burian

Tags: CUDA, Earth and Space Sciences, Fluid simulation, nVidia

April 21, 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

Fast generating of a digital hologram using general-purpose computation on graphics processing units

Preliminary implementation of two parallel programs for fractal image coding on GPUs

Parallel Zigzag Scanning and Huffman Coding for a GPU-based MPEG-2 Encoder

Accelerating the numerical simulation of magnetic field lines in tokamaks using the GPU

Scalable Clustering Using Graphics Processors

GPU accelerated simulations of 3D deterministic particle transport using discrete ordinates method

Pretty Good Accuracy in Matrix Multiplication with GPUs

Using graphics processors to accelerate the computation of the matrix inverse

Fast Variable Center-Biased Windowing for High-Speed Stereo on Programmable Graphics Hardware

Automatically generating and tuning GPU code for sparse matrix-vector multiplication from a high-level representation

Automatically Tuning Sparse Matrix-Vector Multiplication for GPU Architectures

Assessment of GPU computational enhancement to a 2D flood model

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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