high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Graphical Processing Units (GPU) acceleration of finite-difference frequency-domain (FDFD) technique

S.H. Zainud-Deen, E. El-Deen, M.S. Ibrahim, A.Z. Botros

Tags: Brook, Electrodynamics

March 28, 2011 by hgpu

Overcoming the GPU memory limitation on FDTD through the use of overlapping subgrids

L. Mattes, S. Kofuji

Tags: Electrodynamics, FDTD, Finite-difference time-domain, Memory model

March 28, 2011 by hgpu

Programming Massively Parallel Architectures using MARTE: a Case Study

A. Wendell Rodrigues, Frederic Guyomarc'h, Jean-Luc Dekeyser

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Tags: Computer science, nVidia, nVidia GeForce GTX 480, OpenCL, Signal processing, Software Engineering

March 28, 2011 by hgpu

Accelerating Molecular Docking Calculations Using Graphics Processing Units

Oliver Korb, Thomas Stutzle, Thomas E. Exner

Tags: Algorithms, Chemistry, Molecular modeling

March 28, 2011 by hgpu

GPU-based efficient realistic techniques for bleeding and smoke generation in surgical simulators

Tansel Halic, Ganesh Sankaranarayanan, Suvranu De

Tags: Medicine, Physics-based simulation, Rendering, Surgical simulation, Virtual reality

March 28, 2011 by hgpu

Data Assimilation using a GPU Accelerated Path Integral Monte Carlo Approach

John C. Quinn, Henry D. I. Abarbanel

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Tags: Computational Physics, CUDA, Monte Carlo simulation, nVidia, nVidia GeForce GTX 460, Physics, Probability, Statistics

March 28, 2011 by hgpu

High Performance Computing Using MPI and OpenMP on Multi-core Parallel Systems

Haoqiang Jin, Dennis Jespersen, Piyush Mehrotra, Rupak Biswas

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Tags: Computer science, MPI, OpenMP

March 28, 2011 by hgpu

Parallel data mining on graphics processors

Wenbin Fang, Ka Keung Lau, Mian Lu, Xiangye Xiao, Chi Kit Lam, Philip Yang Yang, Bingsheng He, Qiong Luo, Pedro V. Sander, Ke Yang

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Source codes

Tags: Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 280, Package

March 28, 2011 by hgpu

Parallel frequent patterns mining algorithm on GPU

Jiayi Zhou, Kun-Ming Yu, Bin-Chang Wu

Tags: Algorithms, Computer science, Data mining, Databases

March 27, 2011 by hgpu

Study on Transient Temperature Field Parallel Computing in Cooling Control Based on a GPU Fourier Method

Liang Wang, Yi-sheng Zhang

Tags: CUDA, nVidia, Physics, Thermodynamics

March 27, 2011 by hgpu

CaravelaMPI: Message Passing Interface for Parallel GPU-Based Applications

S. Yamagiwa, L. Sousa

Source codes

Tags: Computer science, GPU cluster, MPI, Package

March 27, 2011 by hgpu

Accelerate video decoding with generic GPU

Guobin Shen,Guang-Ping Gao,Shipeng Li,Heung-Yeung Shum,Ya-Qin Zhang;

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Tags: DirectX, Image processing, nVidia, nVidia GeForce 3, Video decoding

March 27, 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

Graphical Processing Units (GPU) acceleration of finite-difference frequency-domain (FDFD) technique

Overcoming the GPU memory limitation on FDTD through the use of overlapping subgrids

Programming Massively Parallel Architectures using MARTE: a Case Study

Accelerating Molecular Docking Calculations Using Graphics Processing Units

GPU-based efficient realistic techniques for bleeding and smoke generation in surgical simulators

Data Assimilation using a GPU Accelerated Path Integral Monte Carlo Approach

High Performance Computing Using MPI and OpenMP on Multi-core Parallel Systems

Parallel data mining on graphics processors

Parallel frequent patterns mining algorithm on GPU

Study on Transient Temperature Field Parallel Computing in Cooling Control Based on a GPU Fourier Method

CaravelaMPI: Message Passing Interface for Parallel GPU-Based Applications

Accelerate video decoding with generic 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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