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Towards Automated Learning of Object Detectors

Marc Ebner

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Tags: Algorithms, Computer vision, Image processing, OpenGL

January 31, 2011 by hgpu

Batched Multi Triangulation

Paolo Cignoni, Fabio Ganovelli, Enrico Gobbetti, Fabio Marton

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Tags: Computer science, nVidia, nVidia GeForce 6800 GT, nVidia GeForce FX 5800 Ultra, nVidia GeForce FX 5950 Ultra, Rendering

January 31, 2011 by hgpu

Advanced Multi-Frame Rate Rendering Techniques

Jan P. Springer, Christopher Lux, Dirk Reiners, Bernd Froehlich

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Tags: 3D Graphics and Realism, Computer science, Image generation, nVidia, nVidia Quadro FX 5600, OpenGL

January 31, 2011 by hgpu

Isosurface Extraction and View-Dependent Filtering from Time-Varying Fields Using Persistent Time-Octree (PTOT)

Cong Wang, Yi-Jen Chiang

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Tags: Algorithms, Computer science, CUDA, Filtering, nVidia, nVidia GeForce 9800 GTX

January 31, 2011 by hgpu

Scientific Computing on Heterogeneous Architectures

A. R. Brodtkorb

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Review, Thesis

January 31, 2011 by hgpu

OpenRCL: Low-Power High-Performance Computing with Reconfigurable Devices

Mingjie Lin, Ilia Lebedev, John Wawrzynek

Tags: Compilers, Computer science, FPGA, nVidia, nVidia GeForce 9400 M, OpenCL

January 31, 2011 by hgpu

Simulation and visualization of the Saint-Venant system using GPUs

Andre Brodtkorb, Trond Hagen, Knut-Andreas Lie, Jostein Natvig

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 285, Rendering, Visualization

January 31, 2011 by hgpu

Highly interactive computational steering for coupled 3D flow problems utilizing multiple GPUs

Jan Linxweiler, Manfred Krafczyk, Jonas Toelke

Tags: Algorithms, Fluid dynamics, Lattice Boltzmann model

January 31, 2011 by hgpu

Top-Performance Tokenization and Small-Ruleset Regular Expression Matching: A Quantitative Performance Analysis and Optimization Study on the Cell/B.E. Processor

Daniele Paolo Scarpazza

Tags: Algorithms, Cell processor, Computer science, Pattern Search

January 31, 2011 by hgpu

Small-ruleset regular expression matching on GPGPUs: quantitative performance analysis and optimization

Jamin Naghmouchi, Daniele P. Scarpazza, Mladen Berekovic

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 8600 GT, nVidia GeForce GTX 280, Pattern Search, Programming techniques

January 31, 2011 by hgpu

A Novel Monte Carlo Noise Reduction Operator

Ruifeng Xu, Sumanta N. Pattanaik

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Source codes

Tags: ATI, ATI Radeon 9700, Filtering, Image processing, Package

January 30, 2011 by hgpu

Geometry Textures and Applications

Rodrigo de Toledo, Bin Wang, Bruno Levy

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Tags: 3D Graphics and Realism, Computer science, nVidia, nVidia GeForce 6800, nVidia GeForce 7900 GTX, nVidia GeForce 8800 GTX, OpenGL

January 30, 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

* * *

high performance computing on graphics processing units: hgpu.org

Applications

Towards Automated Learning of Object Detectors

Batched Multi Triangulation

Advanced Multi-Frame Rate Rendering Techniques

Isosurface Extraction and View-Dependent Filtering from Time-Varying Fields Using Persistent Time-Octree (PTOT)

Scientific Computing on Heterogeneous Architectures

OpenRCL: Low-Power High-Performance Computing with Reconfigurable Devices

Simulation and visualization of the Saint-Venant system using GPUs

Highly interactive computational steering for coupled 3D flow problems utilizing multiple GPUs

Top-Performance Tokenization and Small-Ruleset Regular Expression Matching: A Quantitative Performance Analysis and Optimization Study on the Cell/B.E. Processor

Small-ruleset regular expression matching on GPGPUs: quantitative performance analysis and optimization

A Novel Monte Carlo Noise Reduction Operator

Geometry Textures and Applications

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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