high performance computing on graphics processing units: hgpu.org

Applications

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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

Accelerating the Fourier split operator method via graphics processing units

Heiko Bauke, Christoph H. Keitel

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Tags: Computational Physics, CUDA, FFT, nVidia, nVidia GeForce GTX 480, Physics, Quantum Physics, Tesla M2050

December 20, 2010 by hgpu

FFT and Convolution Performance in Image Filtering on GPU

Ondrej Fialka, Martin Cadik

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Tags: DirectX, FFT, HLSL, Image processing, nVidia, nVidia GeForce 6600 GT

December 19, 2010 by hgpu

ATTILA: a cycle-level execution-driven simulator for modern GPU architectures

Victor Moya del Barrio, Carlos Gonzalez, Jordi Roca, Agustin Fernandez

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Tags: 3D Graphics and Realism, Computer science, Games, nVidia, nVidia GeForce FX 5900 Ultra, OpenGL

December 19, 2010 by hgpu

CUDAnalyst (CUDA + Analyst)

Towards Feedback-to-Plan Decisions for Self-Evolving LLM Agents in CUDA Kernel Generation

CodegenBench

CodegenBench: Can LLMs Write Efficient Code Across Architectures?

KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

CuTile Benchmark Suite: Performance and Productivity Tradeoffs for GPU Kernel Programming on Blackwell Architecture

Evaluating CUDA Tile for AI Workloads on Hopper and Blackwell GPUs

Device Virtual Machine (DVM)

DVM: Real-Time Kernel Generation for Dynamic AI Models

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Agentic Code Optimization via Compiler-LLM Cooperation

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

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

Accelerating the Fourier split operator method via graphics processing units

FFT and Convolution Performance in Image Filtering on GPU

ATTILA: a cycle-level execution-driven simulator for modern GPU architectures

Recent source codes

CUDAnalyst (CUDA + Analyst)

CodegenBench

KernelBenchX: A Comprehensive Benchmark for Evaluating LLM-Generated GPU Kernels

CUDA Kernel Fusion Benchmarks

IntelliKit: Agent-first tooling for AMD hardware

DITRON: Distributed Compiler based on Triton for Parallel Systems

CuTile Benchmark Suite: Performance and Productivity Tradeoffs for GPU Kernel Programming on Blackwell Architecture

Device Virtual Machine (DVM)

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Agentic Code Optimization via Compiler-LLM Cooperation

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