high performance computing on graphics processing units: hgpu.org

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APEnet+: a 3D toroidal network enabling Petaflops scale Lattice QCD simulations on commodity clusters

Roberto Ammendola, Andrea Biagioni, Ottorino Frezza, Francesca Lo Cicero, Alessandro Lonardo, Pier Paolucci, Roberto Petronzio, Davide Rossetti, Andrea Salamon, Gaetano Salina, Francesco Simula, Nazario Tantalo, Laura Tosoratto, Piero Vicini

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Tags: Distributed computing, High Energy Physics - Lattice, Monte Carlo simulation, nVidia, OpenMPI, Physics, QCD

December 2, 2010 by hgpu

End-to-end data reduction and hardware accelerated rendering techniques for visualizing time-varying non-uniform grid volume data

Hiroshi Akiba, Kwan-Liu Ma, John Clyne

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Tags: Compression, Computer science, nVidia, nVidia GeForce 6800 GT, Rendering, Visualization, Wavelet

December 1, 2010 by hgpu

Example-based volume illustrations

A. Lu, D. S. Ebert

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia Quadro FX 3400, Rendering

December 1, 2010 by hgpu

self-CD: Interactive Self-collision Detection for Deformable Body Simulation Using GPUs

Yoo-Joo Choi, Young J. Kim, Myoung-Hee Kim

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Tags: Collision detection, Computer science, nVidia, nVidia GeForce 6800

December 1, 2010 by hgpu

The magic volume lens: an interactive focus+context technique for volume rendering

L. Wang, Y. Zhao, K. Mueller, A. Kaufman

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Tags: 3D Graphics and Realism, Computer science, Image generation, nVidia, nVidia GeForce 6800 Ultra, OpenGL, Rendering

December 1, 2010 by hgpu

Unsupervised Markovian Segmentation on Graphics Hardware

Pierre-Marc Jodoin, Jean-Francois St-Amour, Max Mignotte

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Tags: Cg, Image processing, nVidia, nVidia GeForce 6800 GT, Pattern recognition

November 30, 2010 by hgpu

A particle system for interactive visualization of 3D flows

J. Kruger, P. Kipfer, P. Konclratieva, R. Westermann

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Tags: ATI, ATI Radeon X800, Computer science, Fluid simulation, GLSL, nVidia, nVidia GeForce 6800 Ultra, OpenGL

November 30, 2010 by hgpu

Fast and approximate stream mining of quantiles and frequencies using graphics processors

Naga K. Govindaraju, Nikunj Raghuvanshi, Dinesh Manocha

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce FX 6800 Ultra, OpenGL, Sorting

November 30, 2010 by hgpu

Efficient Geometry Compression for GPU-based Decoding in Realtime Terrain Rendering

Christian Dick, Jens Schneider, Rüdiger Westermann

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Tags: 3D Graphics and Realism, Algorithms, Computer science, DirectX, nVidia, nVidia GeForce 8800 GTX, Rendering, Visualization

November 30, 2010 by hgpu

ClawHMMER: A Streaming HMMer-Search Implementation

Daniel R. Horn, Mike Houston, Pat Hanrahan

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Tags: ATI, ATI Radeon X800, Bioinformatics, Biology, Brook, nVidia, nVidia GeForce 6800 Ultra, nVidia GeForce 7800 GTX, Pattern Search

November 30, 2010 by hgpu

Automatic tuning matrix multiplication performance on graphics hardware

Changhao Jiang, M. Snir

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Tags: Brook, Computer science, DirectX, Linear Algebra, Matrix multiplication, nVidia, nVidia GeForce 6800 GT, nVidia GeForce 6800 Ultra, nVidia GeForce FX 5800 Ultra, nVidia Quadro FX 3400, OpenGL

November 30, 2010 by hgpu

Efficient relational database management using graphics processors

Naga K. Govindaraju, Dinesh Manocha

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Tags: Algorithms, Computer science, Databases, nVidia, nVidia GeForce FX 5900 Ultra, nVidia GeForce FX 6800 Ultra, Sorting

November 30, 2010 by hgpu

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

Agentic Code Optimization via Compiler-LLM Cooperation

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

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

LLM.Q: Quantized LLM training in pure CUDA/C++

LLMQ: Efficient Lower-Precision LLM Training for Consumer GPUs

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

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high performance computing on graphics processing units: hgpu.org

APEnet+: a 3D toroidal network enabling Petaflops scale Lattice QCD simulations on commodity clusters

End-to-end data reduction and hardware accelerated rendering techniques for visualizing time-varying non-uniform grid volume data

Example-based volume illustrations

self-CD: Interactive Self-collision Detection for Deformable Body Simulation Using GPUs

The magic volume lens: an interactive focus+context technique for volume rendering

Unsupervised Markovian Segmentation on Graphics Hardware

A particle system for interactive visualization of 3D flows

Fast and approximate stream mining of quantiles and frequencies using graphics processors

Efficient Geometry Compression for GPU-based Decoding in Realtime Terrain Rendering

ClawHMMER: A Streaming HMMer-Search Implementation

Automatic tuning matrix multiplication performance on graphics hardware

Efficient relational database management using graphics processors

Recent source codes

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

Device Virtual Machine (DVM)

Agentic Code Optimization via Compiler-LLM Cooperation

AutoKernel: Autoresearch for GPU kernels. Give it any PyTorch model, go to sleep, wake up to optimized Triton kernels

Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context

LLM.Q: Quantized LLM training in pure CUDA/C++

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

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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