high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Evenly Spaced Streamlines for Surfaces: An Image-Based Approach

Benjamin Spencer, Robert S. Laramee, Guoning Chen, Eugene Zhang

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Tags: Computer science, nVidia, nVidia GeForce 7900 GS, Shaders, Visualization

November 27, 2010 by hgpu

Accelerating error correction in high-throughput short-read DNA sequencing data with CUDA

Haixiang Shi, B. Schmidt, Weiguo Liu, W. Muller-Wittig

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Tags: Algorithms, Computer science, CUDA, Error recovery, nVidia, nVidia GeForce GTX 280

November 27, 2010 by hgpu

Towards Accelerated Computation of Atmospheric Equations Using CUDA

Vaclav Simek, Radim Dvorak, Frantisek Zboril, Jiri Kunovsky

Tags: CUDA, Earth and Space Sciences, nVidia, Partial differential equations, PDEs

November 27, 2010 by hgpu

Parallel reconstruction of neighbor-joining trees for large multiple sequence alignments using CUDA

Yongchao Liu, Bertil Schmidt, Douglas L. Maskell

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Tags: Bioinformatics, Biology, CUDA, nVidia, nVidia GeForce GTX 280, Sequence alignment, Smith-Waterman algorithm

November 27, 2010 by hgpu

Boids that see: Using self-occlusion for simulating large groups on GPUs

Alessandro R. Da Silva, Wallace S. Lages, Luiz Chaimowicz

Tags: Artificial intelligence, Computer science, CUDA, Games, nVidia

November 27, 2010 by hgpu

Hierarchical Markov Random Fields Applied to Model Soft Tissue Deformations on Graphics Hardware

Christof Seiler, Philippe Büchler, Lutz-Peter Nolte, Rasmus Paulsen, Mauricio Reyes

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Tags: ATI, ATI Radeon X1300, Computer science, Finite element method, Medicine, OpenGL

November 27, 2010 by hgpu

An emotionally biased ant colony algorithm for pathfinding in games

Jose A. Mocholi, Javier Jaen, Alejandro Catala, Elena Navarro

Tags: Algorithms, Computer science, Games, Path problems

November 27, 2010 by hgpu

Particle-Based Multiple Irregular Volume Rendering on CUDA

Ding Zhongming, Takuma Kawamura, Naohisa Sakamoto, Koji Koyamada

Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTS, Rendering

November 27, 2010 by hgpu

Fast Conjugate Gradients with Multiple GPUs

Ali Cevahir, Akira Nukada, Satoshi Matsuoka

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Tags: Computer science, Conjugate gradient solver, CUDA, Linear Algebra, Matrix multiplication, nVidia, nVidia GeForce 8800 GTS

November 27, 2010 by hgpu

A Note on Auto-tuning GEMM for GPUs

Yinan Li, Jack Dongarra, Stanimire Tomov

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

November 27, 2010 by hgpu

Efficient Parallelization of Stochastic Simulation Algorithm for Chemically Reacting Systems on the Graphics Processing Unit

Linda Petzold, Hong Li

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Tags: Chemistry, Stochastic simulation

November 27, 2010 by hgpu

Parallel View-Dependent Level-of-Detail Control

L. Hu, P. Sander, H. Hoppe

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Tags: 3D Graphics and Realism, Computer science, HLSL, nVidia, nVidia GeForce 8800 GTX, Rendering, Visualization

November 27, 2010 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

Evenly Spaced Streamlines for Surfaces: An Image-Based Approach

Accelerating error correction in high-throughput short-read DNA sequencing data with CUDA

Towards Accelerated Computation of Atmospheric Equations Using CUDA

Parallel reconstruction of neighbor-joining trees for large multiple sequence alignments using CUDA

Boids that see: Using self-occlusion for simulating large groups on GPUs

Hierarchical Markov Random Fields Applied to Model Soft Tissue Deformations on Graphics Hardware

An emotionally biased ant colony algorithm for pathfinding in games

Particle-Based Multiple Irregular Volume Rendering on CUDA

Fast Conjugate Gradients with Multiple GPUs

A Note on Auto-tuning GEMM for GPUs

Efficient Parallelization of Stochastic Simulation Algorithm for Chemically Reacting Systems on the Graphics Processing Unit

Parallel View-Dependent Level-of-Detail Control

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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