high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

GPU-based simulation of cellular neural networks for image processing

R. Dolan, G. DeSouza

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Tags: Cellular neural networks, CUDA, Image processing, nVidia

April 30, 2011 by hgpu

GPU based Partially Connected Neural Evolutionary network and its application on gender recognition with face images

Xiao-Xi Chen, Ming-Hui Shi, H. de Garis

Tags: Computer science, Computer vision, CUDA, Image recognition, Neural networks, nVidia

April 30, 2011 by hgpu

GPU-based multi-view rendering for spatial-multiplex autostereoscopic displays

Jianli Luo, Kaihuai Qin, Yanxia Zhou, Miao Mao, Ruirui Li

Tags: 3D Graphics and Realism, Computer science, OpenGL, Rendering

April 30, 2011 by hgpu

EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing

Mike Showerman, Jeremy Enos, Craig Steffen, Sean Treichler, William Gropp, Wen-mei W. Hwu

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

April 30, 2011 by hgpu

GPU accelerated Monte Carlo simulation of pulsed-field gradient NMR experiments

Christopher A. Waudby, John Christodoulou

Tags: Monte Carlo simulation, MRI, Physics

April 30, 2011 by hgpu

Real-time massive convolution for audio applications on GPU

Jose Belloch, Alberto Gonzalez, F. Martinez-Zaldivar, Antonio Vidal

Tags: Acoustics, Algorithms, Signal processing

April 30, 2011 by hgpu

Implementations of hardware acceleration for MD4-family algorithms based on GPU

Wenchao Zhou, Hongwei Wu, Xiaochao Li, Donghui Guo

Tags: Algorithms, Computer science, Security

April 29, 2011 by hgpu

Pushing the limits for medical image reconstruction on recent standard multicore processors

Jan Treibig, Georg Hager, Hannes G. Hofmann, Joachim Hornegger, Gerhard Wellein

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Tags: Computed tomography, Computer science, CT, CUDA, Image reconstruction, nVidia, nVidia GeForce GTX 260, nVidia Quadro FX 5800, OpenMP, Performance

April 29, 2011 by hgpu

Anomalous Structure and Scaling of Ring Polymer Brushes

Daniel Reith, Andrey Milchev, Peter Virnau, Kurt Binder

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Tags: Condensed matter, Materials Science, nVidia, nVidia GeForce GTX 480, Physics, Soft Condensed Matter, Statistical Mechanics

April 29, 2011 by hgpu

American Options Based on Malliavin Calculus and Nonparametric Variance Reduction Methods

Lokman Abbas-Turki, Bernard Lapeyre

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Tags: CUDA, Finance, Monte Carlo simulation, nVidia, nVidia GeForce GTX 480, Pricing of Securities, Probability

April 29, 2011 by hgpu

Three-Dimension Fountain Simulation Based on GPU and Particle System

Liang Zhijian, Zhou Haiying

Tags: 3D Graphics and Realism, Computer science, Particle simulation, Rendering

April 29, 2011 by hgpu

Improving the Performance of a Ray Tracing Algorithm Using a GPU

Santiago Cioli, Gonzalo Ordeix, Eduardo Fernandez, Martin Pedemonte, Pablo Ezzatti

Tags: 3D Graphics and Realism, Algorithms, Computer science, Raytracing

April 29, 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

GPU-based simulation of cellular neural networks for image processing

GPU based Partially Connected Neural Evolutionary network and its application on gender recognition with face images

GPU-based multi-view rendering for spatial-multiplex autostereoscopic displays

EcoG: A Power-Efficient GPU Cluster Architecture for Scientific Computing

GPU accelerated Monte Carlo simulation of pulsed-field gradient NMR experiments

Real-time massive convolution for audio applications on GPU

Implementations of hardware acceleration for MD4-family algorithms based on GPU

Pushing the limits for medical image reconstruction on recent standard multicore processors

Anomalous Structure and Scaling of Ring Polymer Brushes

American Options Based on Malliavin Calculus and Nonparametric Variance Reduction Methods

Three-Dimension Fountain Simulation Based on GPU and Particle System

Improving the Performance of a Ray Tracing Algorithm Using a 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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