high performance computing on graphics processing units: hgpu.org

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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

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

February 7, 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

Evaluating multi-core platforms for HPC data-intensive kernels

Alexander S. van Amesfoort, Ana Lucia Varbanescu, Henk J. Sips, Rob V. van Nieuwpoort

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Tags: Algorithms, Cell processor, Computer science, CUBLAS, CUDA, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce GTX 280, Programming techniques, Tesla C1060

February 6, 2011 by hgpu

Focused Volumetric Visual Hull with Color Extraction

Daniel Knoblauch, Falko Kuester

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Tags: Algorithms, Computer science, CUDA, Image reconstruction, nVidia, nVidia GeForce 8800 GTX

February 6, 2011 by hgpu

Regular Expression Matching on Graphics Hardware for Intrusion Detection

Giorgos Vasiliadis, Michalis Polychronakis, Spiros Antonatos, Evangelos P. Markatos and Sotiris Ioannidis

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 9800 GX2, Security, String matching

February 5, 2011 by hgpu

Software Pipelined Execution of Stream Programs on GPUs

Abhishek Udupa, R. Govindarajan, Matthew J. Thazhuthaveeti

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Tags: Compilers, Computer science, CUDA, High-level Languages, nVidia, nVidia GeForce 8800 GTS, Package

February 5, 2011 by hgpu

NeMo: A Platform for Neural Modelling of Spiking Neurons Using GPUs

Andreas Fidjeland, Etienne B. Roesch, Murray P. Shanahan, Wayne Luk

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Tags: Computer science, CUDA, Neural networks, nVidia, nVidia GeForce GTX 280, Package, Tesla C1060

February 5, 2011 by hgpu

Model-driven autotuning of sparse matrix-vector multiply on GPUs

Jee W. Choi, Amik Singh, Richard W. Vuduc

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Tags: Algorithms, Computer science, CUDA, Linear Algebra, nVidia, Performance, Sparse matrix, Tesla C1060, Tesla C870, Tesla T10P

February 5, 2011 by hgpu

Real-Time Face Pose Estimation from Single Range Images

Michael D. Breitenstein, Daniel Kuettel, Thibaut Weise, Luc van Gool, and Hanspeter Pfister

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Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 8800 GTX

February 5, 2011 by hgpu

Tutoring LLM into a Better CUDA Optimizer

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

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high performance computing on graphics processing units: hgpu.org

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

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

Financial modeling on the cell broadband engine

Evaluating multi-core platforms for HPC data-intensive kernels

Focused Volumetric Visual Hull with Color Extraction

Regular Expression Matching on Graphics Hardware for Intrusion Detection

Software Pipelined Execution of Stream Programs on GPUs

NeMo: A Platform for Neural Modelling of Spiking Neurons Using GPUs

Model-driven autotuning of sparse matrix-vector multiply on GPUs

Real-Time Face Pose Estimation from Single Range Images

Recent source codes

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Atlas CLI: Machine Learning (ML) Lifecycle & Transparency Manager

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INT v.s. FP: A framework to compare low-bit integer and float-point formats

AutoDock-GPU: AutoDock for GPUs and other accelerators

NCCLX: collective communication framework

Tutoring LLM into a Better CUDA Optimizer

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Kernel Library for LLM Serving

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

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