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GPU-PRISM: An Extension of PRISM for General Purpose Graphics Processing Units

Dragan Bosnacki, Stefan Edelkamp, Damian Sulewski, Anton Wijs

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Tags: Computer science, CUDA, Linear Algebra, nVidia, nVidia GeForce GTX 285, Probabilistic model checking

May 19, 2011 by hgpu

A GPU-based maximal frequent itemsets mining algorithm over stream

Haifeng Li

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Tags: Algorithms, Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 220

May 19, 2011 by hgpu

An efficient out-of-core volume rendering method based on ray casting and GPU acceleration

Jian Xue, Ke Lu, Jie Tian

Tags: Computer science, Image processing, Medicine, Rendering, Visualization

May 19, 2011 by hgpu

High-throughput stream categorization and intrusion detection on GPU

M.H. Khabbazian, H. Eslami, E. Totoni, A. Khadem

Tags: Computer science, CUDA, Network communications, nVidia, nVidia GeForce GTX 295, Security

May 19, 2011 by hgpu

Ray Casting of Trimmed NURBS Surfaces on the GPU

Hans-Friedrich Pabst, Jan P. Springer, Andre Schollmeyer, Robert Lenhardt, Christian Lessig, Bernd Froehlich

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Tags: 3D Graphics and Realism, Computer science, DirectX, nVidia, nVidia GeForce 7900 GT, Raytracing, Rendering

May 18, 2011 by hgpu

GPU-Based Distance Map Calculation for Vector Field Haptic Rendering

Alexander Barlit, Matthias Harders

Tags: 3D Graphics and Realism, Computer science, Rendering, Voronoi diagram

May 18, 2011 by hgpu

GPU based detection and mapping of collisions for haptic rendering in Immersive Virtual Reality

B. Spanlang, J. Normand, E. Giannopoulos, M. Slater

Tags: Collision detection, Computer science, Games, Rendering, Virtual reality

May 18, 2011 by hgpu

GPU-Based Interactive, Stereoscopic Visualization of Automotive Crash Simulations

Chris Seeling, Greg Watson, Kaiwei Sun

Tags: Computer science, Shaders, Visualization

May 18, 2011 by hgpu

GPU-Based Simulation of Large-Scope Ocean Wave

Li Su-Jun, Wu Ling-Da

Tags: 3D Graphics and Realism, Algorithms, Computer science, Rendering

May 18, 2011 by hgpu

Optimized parallel implementation of pedestrian tracking using HOG features on GPU

H. Sugano, R. Miyamoto, Y. Nakamura

Tags: Computer science, Computer vision, Image recognition, Video tracking

May 17, 2011 by hgpu

Compile-time GPU memory access optimizations

Gert-Jan van den Braak, Bart Mesman, Henk Corporaal

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Tags: Compilers, Computer science, CUDA, nVidia, nVidia GeForce 8800 GT, Optimization, Programming techniques

May 17, 2011 by hgpu

Parallel compact roadmap construction of 3D virtual environments on the GPU

Avi Bleiweiss

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Tags: Computer science, CUDA, Hardware Architecture, Heterogeneous systems, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, Presentation

May 17, 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

GPU-PRISM: An Extension of PRISM for General Purpose Graphics Processing Units

A GPU-based maximal frequent itemsets mining algorithm over stream

An efficient out-of-core volume rendering method based on ray casting and GPU acceleration

High-throughput stream categorization and intrusion detection on GPU

Ray Casting of Trimmed NURBS Surfaces on the GPU

GPU-Based Distance Map Calculation for Vector Field Haptic Rendering

GPU based detection and mapping of collisions for haptic rendering in Immersive Virtual Reality

GPU-Based Interactive, Stereoscopic Visualization of Automotive Crash Simulations

GPU-Based Simulation of Large-Scope Ocean Wave

Optimized parallel implementation of pedestrian tracking using HOG features on GPU

Compile-time GPU memory access optimizations

Parallel compact roadmap construction of 3D virtual environments on the 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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