high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Frequent itemset mining on graphics processors

Wenbin Fang, Mian Lu, Xiangye Xiao, Bingsheng He, Qiong Luo

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

December 21, 2010 by hgpu

Performance analysis of accelerated image registration using GPGPU

Peter Bui, Jay B. Brockman

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Tags: CUDA, Image processing, Image registration, nVidia, Tesla C870

December 21, 2010 by hgpu

Demystifying GPU microarchitecture through microbenchmarking

Henry Wong, Misel-Myrto Papadopoulou, Maryam Sadooghi-Alvandi, Andreas Moshovos

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Tags: Architecture, Computer science, nVidia, nVidia GeForce GTX 280, Performance

December 21, 2010 by hgpu

Practical Symmetric Key Cryptography on Modern Graphics Hardware

Owen Harrison, John Waldron

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX, Security

December 21, 2010 by hgpu

Dust-Dust Collisional Charging and Lightning in Protoplanetary Discs

Takayuki Muranushi

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Tags: Astrophysics, CUDA, Earth and Planetary Astrophysics, nVidia, nVidia GeForce GTX 280, Physics, Solar and Stellar Astrophysics

December 21, 2010 by hgpu

GPU-based ultra fast IMRT plan optimization

Chunhua Men, Xuejun Gu, Dongju Choi, Amitava Majumdar, Ziyi Zheng, Klaus Mueller, Steve B. Jiang

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Tags: CUDA, Image processing, Magnetic resonance imaging, Medicine, nVidia, nVidia GeForce 9500 GT, nVidia GeForce GTX 285, Tesla C1060, Tesla S1070

December 21, 2010 by hgpu

DSPSR: Digital Signal Processing Software for Pulsar Astronomy

W. van Straten, M. Bailes

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Source codes

Tags: Astrophysics, CUDA, FFT, Instrumentation and Methods for Astrophysics, nVidia, Package, Physics, Tesla C2050

December 21, 2010 by hgpu

Efficiency of the energy transfer in the Fenna-Matthews-Olson complex using hierarchical equations on graphics processing units

Christoph Kreisbeck, Tobias Kramer, Mirta Rodriguez, Birgit Hein

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Tags: CUDA, Molecular modeling, nVidia, Physics, Tesla C2050

December 21, 2010 by hgpu

Comparing the Treecode with FMM on GPUs for vortex particle simulations of a leapfrogging vortex ring

Rio Yokota, L. A. Barba

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Tags: Computer science, Fast multipole method, GPU cluster

December 20, 2010 by hgpu

A parallel immune algorithm for traveling salesman problem and its application on cold rolling scheduling

Jun Zhao, Quanli Liu, Wei Wang, Zhuoqun Wei, Peng Shi

Tags: Computer science, Mathematics

December 20, 2010 by hgpu

CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms

Daren Lee, Ivo Dinov, Bin Dong, Boris Gutman, Igor Yanovsky, Arthur W. Toga

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Tags: CUDA, Image processing, Image registration, Medicine, nVidia

December 20, 2010 by hgpu

A closer look at GPUs

Kayvon Fatahalian, Mike Houston

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Tags: Architecture, Computer science, Overview

December 20, 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

Frequent itemset mining on graphics processors

Performance analysis of accelerated image registration using GPGPU

Demystifying GPU microarchitecture through microbenchmarking

Practical Symmetric Key Cryptography on Modern Graphics Hardware

Dust-Dust Collisional Charging and Lightning in Protoplanetary Discs

GPU-based ultra fast IMRT plan optimization

DSPSR: Digital Signal Processing Software for Pulsar Astronomy

Efficiency of the energy transfer in the Fenna-Matthews-Olson complex using hierarchical equations on graphics processing units

Comparing the Treecode with FMM on GPUs for vortex particle simulations of a leapfrogging vortex ring

A parallel immune algorithm for traveling salesman problem and its application on cold rolling scheduling

CUDA optimization strategies for compute- and memory-bound neuroimaging algorithms

A closer look at GPUs

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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