Applications

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Efficent multiple pass, multiple output algorithms on the GPU

Jay L. T. Cornwall

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce 6800 GT, OpenGL, Performance, Programming techniques

May 29, 2011 by hgpu

Reducing IO bandwidth for GPU based moment invariant classifier systems

C.H. Messom, A.L.C. Barczak

Tags: Computer science, Image processing, Performance

May 29, 2011 by hgpu

Acceleration of Time-Domain Finite Element Method (TD-FEM) Using Graphics Processor Units (GPU)

K. Liu, Xiao-bing Wang, Yang Zhang, Cheng Liao

Tags: Electrodynamics, Electromagnetics simulation, FEM, Finite element method, Microwave engineering, OpenGL

May 29, 2011 by hgpu

A GPU-based Algorithm for Estimating 3D Geometry and Motion in Near Real-time

Minglun Gong

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

May 29, 2011 by hgpu

GPU-based collision detection between deformable objects

Zhiyuan Zhang, Xueqing Li, Lei Wang, Peng Ma

Tags: Algorithms, Collision detection, Computer science, Real-time graphics, Rendering

May 29, 2011 by hgpu

GPU-accelerated hierarchical dense correspondence for real-time aerial video processing

Stephen Cluff, Bryan S. Morse, Mark Duchaineau, Jonathan D. Cohen

Tags: Algorithms, Image processing, Image registration

May 28, 2011 by hgpu

Fast GPU-Based CT Reconstruction using the Common Unified Device Architecture (CUDA)

Holger Scherl, Benjamin Keck, Markus Kowarschik, Joachim Hornegger

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Tags: Computed tomography, CT, CUDA, Image processing, Image reconstruction, Medicine, nVidia, nVidia GeForce 8800 GTX, Poster

May 28, 2011 by hgpu

A GPU-based vision system for real time detection of fastening elements in railway inspection

P. De Ruvo, A. Distante, E. Stella, F. Marino

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 Ultra, Pattern recognition

May 28, 2011 by hgpu

Coprocessor Computing with FPGA and GPU

Song Jun Park, Dale R. Shires, Brian J. Henz

Tags: Algorithms, Computer science, CUDA, FPGA, nVidia, Security, Sorting

May 28, 2011 by hgpu

Real-time view synthesis system with multi-texture structure of GPU

Ji-Youn Choi, Sae-Woon Ryu, Hong-Chang Shin, Jong-Il Park

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Tags: Algorithms, Image processing, nVidia, nVidia GeForce GTX 285, OpenGL

May 28, 2011 by hgpu

Real-Time Virtual Viewpoint Generation on the GPU for Scene Navigation

Shanat Kolhatkar, Robert Laganiere

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Tags: ATI, ATI Mobility Radeon X700, Computer science, Computer vision, OpenGL, Optical flow, Presentation

May 28, 2011 by hgpu

PConG: A novel platform available for pervasive computing based on GPU

Gang Chen, Guobo Li, Baifeng Wu, Songwen Pei

Tags: Computer science, Programming techniques

May 28, 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

Applications

Efficent multiple pass, multiple output algorithms on the GPU

Reducing IO bandwidth for GPU based moment invariant classifier systems

Acceleration of Time-Domain Finite Element Method (TD-FEM) Using Graphics Processor Units (GPU)

A GPU-based Algorithm for Estimating 3D Geometry and Motion in Near Real-time

GPU-based collision detection between deformable objects

GPU-accelerated hierarchical dense correspondence for real-time aerial video processing

Fast GPU-Based CT Reconstruction using the Common Unified Device Architecture (CUDA)

A GPU-based vision system for real time detection of fastening elements in railway inspection

Coprocessor Computing with FPGA and GPU

Real-time view synthesis system with multi-texture structure of GPU

Real-Time Virtual Viewpoint Generation on the GPU for Scene Navigation

PConG: A novel platform available for pervasive computing based on GPU

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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