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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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Source codes

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

Real-Time Simulation and Visualization of Subject-Specific 3D Lung Dynamics

Anand P. Santhanam, Cali M. Fidopiastis, Paul Davenport, Katja Langen, Sanford Meeks, Jannick P. Rolland

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Tags: Cg, Medicine, nVidia, nVidia GeForce 4, Physics-based simulation, Virtual reality

February 8, 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

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

Real-Time Simulation and Visualization of Subject-Specific 3D Lung Dynamics

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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