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Next-generation acceleration and code optimization for light transport in turbid media using GPUs

Erik Alerstam, William C. Yip Lo, Tianyi D. Han, Jonathan Rose, Stefan Andersson-Engels, Lothar Lilge

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Tags: Biology, CUDA, Monte Carlo simulation, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 295, nVidia GeForce GTX 480, Optics, Package

February 9, 2011 by hgpu

Deep Big Simple Neural Nets Excel on Handwritten Digit Recognition

Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Juergen Schmidhuber

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Tags: Artificial intelligence, CUDA, Image processing, Image recognition, Neural and Evolutionary Computing, Neural networks, nVidia, nVidia GeForce GTX 280

February 9, 2011 by hgpu

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

Dan C. Ciresan, Ueli Meier, Luca M. Gambardella, Jurgen Schmidhuber

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Tags: Artificial intelligence, CUDA, Image processing, Image recognition, Neural and Evolutionary Computing, Neural networks, nVidia

February 9, 2011 by hgpu

Real-time GPU color-based segmentation of football players

Miguel Angel Montanes Laborda, Enrique F. Torres Moreno, Jesus Martinez del Rincon and Jose Elias Herrero Jaraba

Tags: CUDA, Image processing, Image recognition, nVidia

February 9, 2011 by hgpu

Scalable SMT-based verification of GPU kernel functions

Guodong Li, Ganesh Gopalakrishnan

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Tags: Computer science, CUDA, nVidia, Package, Software Engineering

February 9, 2011 by hgpu

Mobile 3D Graphics

Alessio Malizia

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Tags: 3D Graphics and Realism, Book, Computer science, Programming Languages, Tutorial

February 8, 2011 by hgpu

Real-time relief mapping on arbitrary polygonal surfaces

Fabio Policarpo, Manuel M. Oliveira, Joao L

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Tags: 3D Graphics and Realism, Cg, Computer science, nVidia, nVidia GeForce FX 6800 GT, Real-time graphics, Rendering

February 8, 2011 by hgpu

Adaptive sampling of intersectable models exploiting image and object-space coherence

Anders Adamson, Marc Alexa, Andrew Nealen

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Tags: 3D Graphics and Realism, ATI, ATI Radeon 9800, Computer science, OpenGL

February 8, 2011 by hgpu

VolQD: Direct Volume Rendering of Multi-million Atom Quantum Dot Simulations

Wei Qiao, David S. Ebert, Alireza Entezari, Marek Korkusinski, Gerhard Klimeck

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Tags: Molecular simulation, nVidia, nVidia GeForce 6800 Ultra, OpenGL, Physics, Rendering, Visualization

February 8, 2011 by hgpu

Automatic C-to-CUDA Code Generation for Affine Programs

Muthu Baskaran, J. Ramanujam, P. Sadayappan

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Tags: Code generation, Compilers, Computer science, CUDA, nVidia, nVidia GeForce 8800 GTX

February 8, 2011 by hgpu

Automatic program parallelization for multicore processors

Jan Kwiatkowski, Radoslaw Iwaszyn

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Tags: Compilers, Computer science

February 8, 2011 by hgpu

Partitioning streaming parallelism for multi-cores: a machine learning based approach

Zheng Wang, Michael F. P. O'Boyle

Tags: Computer science, Optimization, Programming techniques

February 8, 2011 by hgpu

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Accelerating a Linear Programming Algorithm on AMD GPUs

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Towards Efficient and Practical GPU Multitasking in the Era of LLM

Bandicoot: C++ library for GPU accelerated linear algebra

Bandicoot: A Templated C++ Library for GPU Linear Algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

The Fused Kernel Library: A C++ API to Develop Highly-Efficient GPU Libraries

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

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high performance computing on graphics processing units: hgpu.org

Applications

Next-generation acceleration and code optimization for light transport in turbid media using GPUs

Deep Big Simple Neural Nets Excel on Handwritten Digit Recognition

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

Real-time GPU color-based segmentation of football players

Scalable SMT-based verification of GPU kernel functions

Mobile 3D Graphics

Real-time relief mapping on arbitrary polygonal surfaces

Adaptive sampling of intersectable models exploiting image and object-space coherence

VolQD: Direct Volume Rendering of Multi-million Atom Quantum Dot Simulations

Automatic C-to-CUDA Code Generation for Affine Programs

Automatic program parallelization for multicore processors

Partitioning streaming parallelism for multi-cores: a machine learning based approach

Recent source codes

CrossTL: Universal Programming Language & Translator

TBD-GPU

DG-SWEM - The Discontinuous Galerkin Shallow Water Equation Model

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference

Bandicoot: C++ library for GPU accelerated linear algebra

Luthier: Bridging Auto-Tuning and Vendor Libraries for Efficient Deep Learning Inference

Fused Kernel Library (FKL)

GPUHammer: Rowhammer Attacks on GPU Memories are Practical

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