high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

On optimization of finite-difference time-domain (FDTD) computation on heterogeneous and GPU clusters

Ramtin Shams, Parastoo Sadeghi

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Tags: Computer science, FDTD, Finite difference, GPU cluster, nVidia, Optimization

November 22, 2010 by hgpu

GPU implementation of a road sign detector based on particle swarm optimization

Luca Mussi, Stefano Cagnoni, Elena Cardarelli, Fabio Daolio, Paolo Medici, Pier Porta

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GT, nVidia Quadro FX 5800

November 22, 2010 by hgpu

CUDA by Example: An Introduction to General-Purpose GPU Programming

Jason Sanders, Edward Kandrot

Tags: Algorithms, Computer science, CUDA, nVidia, Tutorial

November 22, 2010 by hgpu

Micropolygon ray tracing with defocus and motion blur

Qiming Hou, Hao Qin, Wenyao Li, Baining Guo, Kun Zhou

Tags: 3D Graphics and Realism, Computer science, Image generation, Rendering

November 22, 2010 by hgpu

Octree-based, GPU implementation of a continuous cellular automaton for the simulation of complex, evolving surfaces

N. Ferrando, M. A. Gosalvez, J. Cerda, R. Gadea, K. Sato

Tags: Cellular automata, Dynamic surface, Physics

November 22, 2010 by hgpu

Algorithm level power efficiency optimization for CPU-GPU processing element in data intensive SIMD/SPMD computing

Da Q. Ren

Tags: Computer science, CUDA, Energy-efficient computing, nVidia

November 22, 2010 by hgpu

Higher-order CFD and Interface Tracking Methods on Highly-Parallel MPI and GPU systems

J. Appleyard, D. Drikakis

Tags: Fluid dynamics, Interface tracking

November 22, 2010 by hgpu

Efficient simulation of agent-based models on multi-GPU and multi-core clusters

Brandon G. Aaby, Kalyan S. Perumalla, Sudip K. Seal

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, OpenMPI, Performance

November 22, 2010 by hgpu

GPU-accelerated elastic 3D image registration for intra-surgical applications

Daniel Ruijters, Bart M. ter Haar Romeny, Paul Suetens

Tags: Image processing, Image registration, Medicine

November 22, 2010 by hgpu

GPU accelerated tensor contractions in the plaquette renormalization scheme

J. F. Yu, H. C. Hsiao, Ying-Jer Kao

Tags: CUDA, Fluid dynamics, Heisenberg model, nVidia

November 22, 2010 by hgpu

GPU-accelerated phase-field simulation of dendritic solidification in a binary alloy

Akinori Yamanaka, Takayuki Aoki, Satoi Ogawa, Tomohiro Takaki

Tags: Alloys, CUDA, nVidia, Physics, Solidification, Tesla C1060

November 22, 2010 by hgpu

GPU-accelerated molecular modeling coming of age

John E. Stone, David J. Hardy, Ivan S. Ufimtsev, Klaus Schulten

Tags: Chemistry, Molecular dynamics, Molecular modeling

November 22, 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

On optimization of finite-difference time-domain (FDTD) computation on heterogeneous and GPU clusters

GPU implementation of a road sign detector based on particle swarm optimization

CUDA by Example: An Introduction to General-Purpose GPU Programming

Micropolygon ray tracing with defocus and motion blur

Octree-based, GPU implementation of a continuous cellular automaton for the simulation of complex, evolving surfaces

Algorithm level power efficiency optimization for CPU-GPU processing element in data intensive SIMD/SPMD computing

Higher-order CFD and Interface Tracking Methods on Highly-Parallel MPI and GPU systems

Efficient simulation of agent-based models on multi-GPU and multi-core clusters

GPU-accelerated elastic 3D image registration for intra-surgical applications

GPU accelerated tensor contractions in the plaquette renormalization scheme

GPU-accelerated phase-field simulation of dendritic solidification in a binary alloy

GPU-accelerated molecular modeling coming of age

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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