high performance computing on graphics processing units: hgpu.org

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Fast, parallel, GPU-based construction of space filling curves and octrees

Prekshu Ajmera, Rhushabh Goradia, Sharat Chandran, Srinivas Aluru

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 8800, Visualization

June 21, 2011 by hgpu

A Scalable End-to-End Optimized Real-Time Image-Based Rendering Framework on Graphics Hardware

Sammy Rogmans, Jiangbo Lu, Gauthier Lafruit

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Tags: Computer science, nVidia, nVidia GeForce 7900 GTX, nVidia GeForce 8800 GT, nVidia Quadro FX 1600 M, Presentation, Rendering

June 20, 2011 by hgpu

Implementing Sparse Matrix-Vector multiplication using CUDA based on a hybrid sparse matrix format

Wei Cao, Lu Yao, Zongzhe Li, Yongxian Wang, Zhenghua Wang

Tags: Algorithms, Computer science, CUDA, Linear Algebra, nVidia, Sparse matrix

June 20, 2011 by hgpu

Second Order Pre-Integrated Volume Rendering

Jean-Francois El Hajjar, Stephane Marchesin, Jean-Michel Dischler, Catherine Mongenet

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Image generation, nVidia, nVidia GeForce 7800 GTX, OpenGL, Rendering

June 20, 2011 by hgpu

Large-Scale Stereo Display Wall Using Programmable Graphics Hardware

Ig-Jae Kim, Sang Chul Ahn, Hyoung-Gon Kim

Tags: Computer science, Computer vision, Stereo vision

June 20, 2011 by hgpu

Efficient Surface Reconstruction From Noisy Data Using Regularized Membrane Potentials

A.C. Jalba, J.B.T.M. Roerdink

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Tags: Computer science, Image reconstruction, Mass-spring systems, nVidia, nVidia GeForce FX 5900 Ultra

June 20, 2011 by hgpu

Distance field transform with an adaptive iteration method

Fan Chen, Ye Zhao

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Tags: Algorithms, Computer science, Distance transform

June 20, 2011 by hgpu

A Parallel Streaming Motion Estimation for Real-Time HD H.264 Encoding on Programmable Processors

Ju Ren, Mei Wen, Chunyuan Zhang, Huayou Su, Yi He, Nan Wu

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Tags: Computer science, H.264/AVC, nVidia, nVidia GeForce 8800 GT, Video decoding

June 20, 2011 by hgpu

Volumetric Ambient Occlusion for Real-Time Rendering and Games

Laszlo Szirmay-Kalos, Tamas Umenhoffer, Balazs Toth, Laszlo Szecsi, Mateu Sbert

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Tags: Algorithms, Computer science, Games, Real-time graphics, Rendering

June 20, 2011 by hgpu

Auto-tuning Dense Matrix Multiplication for GPGPU with Cache

Xiang Cui, Yifeng Chen, Changyou Zhang, Hong Mei

Tags: Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia, Tesla C2050

June 19, 2011 by hgpu

The Application of CUDA Architecture in Facial Expression Recognition

Jianqiang Lv, Chunfen Xia

Tags: Computer science, CUDA, Image recognition, nVidia

June 19, 2011 by hgpu

Visual system design for excavator simulator with deformable terrain

Tao Ni, Dingxuan Zhao, Shui Ni

Tags: Algorithms, Computer science, Rendering, Visualization

June 19, 2011 by hgpu

Agentic Code Optimization via Compiler-LLM Cooperation

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

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

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high performance computing on graphics processing units: hgpu.org

Fast, parallel, GPU-based construction of space filling curves and octrees

A Scalable End-to-End Optimized Real-Time Image-Based Rendering Framework on Graphics Hardware

Implementing Sparse Matrix-Vector multiplication using CUDA based on a hybrid sparse matrix format

Second Order Pre-Integrated Volume Rendering

Large-Scale Stereo Display Wall Using Programmable Graphics Hardware

Efficient Surface Reconstruction From Noisy Data Using Regularized Membrane Potentials

Distance field transform with an adaptive iteration method

A Parallel Streaming Motion Estimation for Real-Time HD H.264 Encoding on Programmable Processors

Volumetric Ambient Occlusion for Real-Time Rendering and Games

Auto-tuning Dense Matrix Multiplication for GPGPU with Cache

The Application of CUDA Architecture in Facial Expression Recognition

Visual system design for excavator simulator with deformable terrain

Recent source codes

Agentic Code Optimization via Compiler-LLM Cooperation

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

Device Virtual Machine (DVM)

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

LLM.Q: Quantized LLM training in pure CUDA/C++

True 4-Bit Quantized CNN Training on CPU

cuFuzz: A GPU-oriented coverage-guided fuzzer for userland CUDA application

KernelSkill: A Multi-Agent Framework for GPU Kernel Optimization

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