high performance computing on graphics processing units: hgpu.org

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Introduction to GPU Computing and CUDA Programming: A Case Study on FDTD [EM Programmer’s Notebook]

Danilo de Donno, Alessandra Esposito, Luciano Tarricone, Luca Catarinucci

Tags: CUDA, Electrodynamics, FDTD, Finite-difference time-domain, nVidia

April 23, 2011 by hgpu

Accelerating Multi-Sensor Image Fusion Using Graphics Hardware

SeungHun Yoo, JaeIn Hwang

Tags: Algorithms, CUDA, Image processing, nVidia, Visualization

April 23, 2011 by hgpu

Design optimization of automotive electronic control unit using the analysis of common-mode current by fast electromagnetic field solver

Y. Okazaki, M. Unno, T. Uno, H. Asai

Tags: Electrodynamics, FDTD, Finite-difference time-domain, Genetic programming, Optimization

April 23, 2011 by hgpu

Using parallel GPU architecture for simulation of planar I/F networks

Jan-Phillip Tiesel, Anthony S. Maida

Tags: Computer science, Neural networks, Shaders

April 23, 2011 by hgpu

Scalable software defined receivers running on desktop computers using General Purpose Graphics Processing Units

P. Szegvari, C. Hentschel

Tags: Computational Engineering, Computer science

April 22, 2011 by hgpu

High-Speed Private Information Retrieval Computation on GPU

Carlos Aguilar Melchor, Benoit Crespin, Philippe Gaborit, Vincent Jolivet, Pierre Rousseau

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Tags: Computer science, CUDA, Information Retrieval, nVidia, nVidia GeForce 8600 GTS, nVidia GeForce 8800 GTX, nVidia GeForce 8800 Ultra, Package

April 22, 2011 by hgpu

Challenges of mapping financial analytics to many-core architecture

M. Smelyanskiy

Tags: Computational finance, Finance

April 22, 2011 by hgpu

MITHRA: Multiple data independent tasks on a heterogeneous resource architecture

Reza Farivar, Abhishek Verma, Ellick M. Chan, Roy H. Campbell

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Tags: Computer science, CUDA, GPU cluster, Heterogeneous systems, MapReduce, nVidia, nVidia GeForce 9800 GX2, nVidia Quadro FX 570

April 22, 2011 by hgpu

Fast generating of a digital hologram using general-purpose computation on graphics processing units

Joong-Seok Song, Young-Ho Seo, Jong-Il Park

Tags: Computer holography, CUDA, Image generation, Image processing, nVidia

April 22, 2011 by hgpu

Preliminary implementation of two parallel programs for fractal image coding on GPUs

A. Wakatani

Tags: CUDA, Image processing, nVidia

April 22, 2011 by hgpu

Parallel Zigzag Scanning and Huffman Coding for a GPU-based MPEG-2 Encoder

Pablo Montero, Javier Taibo, Victor Gulias, Samuel Rivas

Tags: Algorithms, Compression, Image processing, Video decoding

April 22, 2011 by hgpu

Accelerating the numerical simulation of magnetic field lines in tokamaks using the GPU

R. C. Kalling, T. E. Evans, D. M. Orlov, D. P. Schissel, R. Maingi, J. E. Menard, S. A. Sabbagh

Tags: CUDA, Electrodynamics, Electromagnetics simulation, nVidia

April 22, 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

Introduction to GPU Computing and CUDA Programming: A Case Study on FDTD [EM Programmer’s Notebook]

Accelerating Multi-Sensor Image Fusion Using Graphics Hardware

Design optimization of automotive electronic control unit using the analysis of common-mode current by fast electromagnetic field solver

Using parallel GPU architecture for simulation of planar I/F networks

Scalable software defined receivers running on desktop computers using General Purpose Graphics Processing Units

High-Speed Private Information Retrieval Computation on GPU

Challenges of mapping financial analytics to many-core architecture

MITHRA: Multiple data independent tasks on a heterogeneous resource architecture

Fast generating of a digital hologram using general-purpose computation on graphics processing units

Preliminary implementation of two parallel programs for fractal image coding on GPUs

Parallel Zigzag Scanning and Huffman Coding for a GPU-based MPEG-2 Encoder

Accelerating the numerical simulation of magnetic field lines in tokamaks using 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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