high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

Seeded ND medical image segmentation by cellular automaton on GPU

Claude Kauffmann, Nicolas Piche

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Tags: ATI, ATI Radeon HD 3970, ATI Radeon HD 4870, ATI Radeon X1950, Cellular automata, Cg, Image processing, Medicine, nVidia, nVidia GeForce 7950 GT, nVidia GeForce 9800 GT, nVidia GeForce GTX 260, OpenGL

December 13, 2010 by hgpu

Real-time anomaly detection in hyperspectral images using multivariate normal mixture models and GPU processing

Yuliya Tarabalka, Trym Haavardsholm, Ingebjorg Kasen, Torbjorn Skauli

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce 8800 Ultra

December 13, 2010 by hgpu

Fast and automatic object pose estimation for range images on the GPU

In Park, Marcel Germann, Michael Breitenstein, Hanspeter Pfister

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 280

December 13, 2010 by hgpu

A GPU Tile-Load-Map architecture for terrain rendering: theory and applications

Yacine Amara, Xavier Marsault

Tags: 3D Graphics and Realism, Computer science, CUDA, nVidia, Rendering

December 13, 2010 by hgpu

Vortex methods for incompressible flow simulations on the GPU

Diego Rossinelli, Petros Koumoutsakos

Tags: 3D Graphics and Realism, Computer science, Fluid simulation

December 13, 2010 by hgpu

Visual-model-based, real-time 3D pose tracking for autonomous navigation: methodology and experiments

Hans de Ruiter, Beno Benhabib

Tags: Artificial intelligence, Computer science, Computer vision, Pattern recognition, Video tracking

December 13, 2010 by hgpu

GPU-ABiSort: Optimal Parallel Sorting on Stream Architectures

A. Gres, G. Zachmann

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce 6800 Ultra, nVidia GeForce 7800 GTX, Sorting

December 13, 2010 by hgpu

Toward Acceleration of RSA Using 3D Graphics Hardware

A. Moss, N. P. Smart

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Tags: Algorithms, Computer science, GLSL, nVidia, nVidia GeForce 7800 GTX, OpenGL, Security

December 13, 2010 by hgpu

Remotely Keyed Cryptographics Secure Remote Display Access Using (Mostly) Untrusted Hardware

Debra L. Cook, Ricardo Baratto, Angelos D. Keromytis

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Tags: Algorithms, ATI, ATI Mobility Radeon 7500, Computer science, nVidia, nVidia GeForce 3, OpenGL, Security

December 13, 2010 by hgpu

A Framework for Megascale Agent Based Model Simulations on Graphics Processing Units

Mikola Lysenko, Roshan M. D'Souz

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Tags: Algorithms, Computer science, GLSL, nVidia, nVidia GeForce 8800 GTX, OpenGL, Programming techniques

December 13, 2010 by hgpu

A Framework for Megascale Agent Based Model Simulations on the GPU

Mikola Lysenko, Roshan D'Souza, Keyvan Rahmani

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Tags: Algorithms, Computer science, GLSL, nVidia, nVidia GeForce 8800 GTX, OpenGL, Programming techniques

December 13, 2010 by hgpu

Accelerating Compute-Intensive Applications with GPUs and FPGAs

Shuai Che, Jie Li, Jeremy W. Sheaffer, Kevin Skadron, John Lach

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Tags: Architecture, Computer science, CUDA, FPGA, nVidia, nVidia GeForce 8800 GTX, Package, Performance

December 13, 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

Seeded ND medical image segmentation by cellular automaton on GPU

Real-time anomaly detection in hyperspectral images using multivariate normal mixture models and GPU processing

Fast and automatic object pose estimation for range images on the GPU

A GPU Tile-Load-Map architecture for terrain rendering: theory and applications

Vortex methods for incompressible flow simulations on the GPU

Visual-model-based, real-time 3D pose tracking for autonomous navigation: methodology and experiments

GPU-ABiSort: Optimal Parallel Sorting on Stream Architectures

Toward Acceleration of RSA Using 3D Graphics Hardware

Remotely Keyed Cryptographics Secure Remote Display Access Using (Mostly) Untrusted Hardware

A Framework for Megascale Agent Based Model Simulations on Graphics Processing Units

A Framework for Megascale Agent Based Model Simulations on the GPU

Accelerating Compute-Intensive Applications with GPUs and FPGAs

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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