high performance computing on graphics processing units: hgpu.org

Programming

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Data parallel acceleration of decision support queries using Cell/BE and GPUs

Pedro Trancoso, Despo Othonos, Artemakis Artemiou

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Tags: Algorithms, Cell processor, Computer science, DirectX, nVidia, nVidia GeForce 8500 GT, nVidia GeForce 8800 GTS, Performance, RapidMind

February 7, 2011 by hgpu

Fitting multi-planet transit models to photometric time-data series by evolution strategies

Andreas M. Chwatal, Gunther R. Raidl, Michael Zoch

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Tags: Algorithms, Astrophysics, CUDA, Earth and Planetary Astrophysics, Evolutionary Computations, nVidia, nVidia GeForce 9600 GT, Physics

February 7, 2011 by hgpu

Learning to Detect Roads in High-Resolution Aerial Images

Volodymyr Mnih and Geoffrey E. Hinton

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Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia

February 7, 2011 by hgpu

Axel: a heterogeneous cluster with FPGAs and GPUs

Kuen Hung Tsoi, Wayne Luk

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Tags: Computer science, CUDA, FPGA, GPU cluster, Heterogeneous systems, nVidia, OpenMPI, Tesla C1060

February 7, 2011 by hgpu

A New Data Layout For Set Intersection on GPUs

Rasmus Resen Amossen, Rasmus Pagh

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Tags: Computer science, Data Structures and Algorithms, nVidia, nVidia GeForce GTX 285, OpenCL, PyOpenCL

February 7, 2011 by hgpu

Real-time Spatiotemporal Stereo Matching Using the Dual-Cross-Bilateral Grid

Christian Richardt, Douglas Orr, Ian Davies, Antonio Criminisi and Neil A. Dodgson

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Source codes

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia Quadro FX 5800, Package

February 7, 2011 by hgpu

Interactive collision detection for complex and deformable models using programmable graphics hardware

Wei Chen, Huagen Wan, Hongxin Zhang, Hujun Bao, Qunsheng Peng

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Tags: Algorithms, ATI, ATI Radeon 9800 Pro, Collision detection, Computer science, Image generation, Voxelization

February 7, 2011 by hgpu

Optimal automatic multi-pass shader partitioning by dynamic programming

Alan Heirich

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Tags: Algorithms, Compilers, Computer science, Image generation, OpenGL, Optimization, Shaders

February 7, 2011 by hgpu

Explicit Control of Vector Field Based Shape Deformations

Wolfram von Funck, Holger Theisel, Hans-Peter Seidel

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Tags: 3D Graphics and Realism, Algorithms, Computer science, nVidia, nVidia GeForce 7800 GTX, Shaders

February 6, 2011 by hgpu

Lighting Details Preserving Photon Density Estimation

Robert Herzog, Hans-Peter Seidel

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Tags: 3D Graphics and Realism, Algorithms, Computer science

February 6, 2011 by hgpu

Financial modeling on the cell broadband engine

Virat Agarwal, Lurng-Kuo Liu, David A. Bader

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Tags: Cell processor, CUDA, Finance, Monte Carlo simulation, nVidia, nVidia GeForce 8800, RapidMind

February 6, 2011 by hgpu

XMT-GPU: A PRAM Architecture for Graphics Computation

Thomas M. DuBois, Bryant Lee, Yi Wang, Marc Olano, Uzi Vishkin

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Tags: Algorithms, ATI, ATI Radeon X700 Pro, Computer science, nVidia, nVidia GeForce 7900 GTX, nVidia GeForce 8800 GTX, OpenGL, Programming techniques

February 6, 2011 by hgpu

bioagent-bench: Benchmark for evaluating LLM agents in bioinformatics

BioAgent Bench: An AI Agent Evaluation Suite for Bioinformatics

Benchmark suite for LLM inference on NVIDIA consumer GPUs

Private LLM Inference on Consumer Blackwell GPUs: A Practical Guide for Cost-Effective Local Deployment in SMEs

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Generating Literature-Driven Scientific Theories at Scale

Nsight Python: a Python kernel profiling interface based on NVIDIA Nsight Tools

Nsight Python: A Python-First Profiling Toolkit for Seamless GPU Kernel Analysis (Tool)

Awesome LLM-Driven Kernel Generation

Towards Automated Kernel Generation in the Era of LLMs

PhysProver: Advancing Automatic Theorem Proving for Physics

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

See all packages

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high performance computing on graphics processing units: hgpu.org

Programming

Data parallel acceleration of decision support queries using Cell/BE and GPUs

Fitting multi-planet transit models to photometric time-data series by evolution strategies

Learning to Detect Roads in High-Resolution Aerial Images

Axel: a heterogeneous cluster with FPGAs and GPUs

A New Data Layout For Set Intersection on GPUs

Real-time Spatiotemporal Stereo Matching Using the Dual-Cross-Bilateral Grid

Interactive collision detection for complex and deformable models using programmable graphics hardware

Optimal automatic multi-pass shader partitioning by dynamic programming

Explicit Control of Vector Field Based Shape Deformations

Lighting Details Preserving Photon Density Estimation

Financial modeling on the cell broadband engine

XMT-GPU: A PRAM Architecture for Graphics Computation

Recent source codes

bioagent-bench: Benchmark for evaluating LLM agents in bioinformatics

Benchmark suite for LLM inference on NVIDIA consumer GPUs

Theorizer: from the paper Generating Literature-Driven Scientific Discoveries at Scale

Nsight Python: a Python kernel profiling interface based on NVIDIA Nsight Tools

Awesome LLM-Driven Kernel Generation

PhysProver: Advancing Automatic Theorem Proving for Physics

ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

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