high performance computing on graphics processing units: hgpu.org

Programming

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Realtime Ray Tracing on GPU with BVH-based Packet Traversal

Johannes Gunther, Stefan Popov, Hans-Peter Seidel, Philipp Slusallek

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Tags: 3D Graphics and Realism, Algorithms, Computer science, nVidia, nVidia GeForce 8800 GTX, Raytracing

August 17, 2011 by hgpu

CUKNN: A parallel implementation of K-nearest neighbor on CUDA-enabled GPU

Shenshen Liang, Cheng Wang, Ying Liu, Liheng Jian

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Tags: Computer science, CUDA, Nearest neighbour, nVidia, Optimization, Tesla C1060

August 17, 2011 by hgpu

High Throughput Variable Size Non-square Gabor Engine with Feature Pooling Based on GPU

Ali Emami, Abbas Bigdeli, Adam Postula

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Tags: Computer science, Computer vision, CUDA, FFT, nVidia, nVidia GeForce GTX 285, OpenCL

August 17, 2011 by hgpu

Regular Expression Matching and Operational Semantics

Asiri Rathnayake, Hayo Thielecke

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Source codes

Tags: Computer science, CUDA, Logic in Computer Science, nVidia, Package

August 17, 2011 by hgpu

Training Logistic Regression and SVM on 200GB Data Using b-Bit Minwise Hashing and Comparisons with Vowpal Wabbit (VW)

Ping Li, Anshumali Shrivastava, Christian Konig

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Tags: Algorithms, Computer science, Machine learning

August 16, 2011 by hgpu

Topical perspective on massive threading and parallelism

Robert M. Farber

Tags: Computer science, CUDA, nVidia, OpenCL, Review

August 16, 2011 by hgpu

An algorithm-architecture co-design framework for gridding reconstruction using FPGAs

Srinidhi Kestur, Kevin Irick, Sungho Park, Ahmed Al Maashri, Vijaykrishnan Narayanan, Chaitaili Chakrabarti

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Tags: Algorithms, FFT, FPGA, Image processing, Image reconstruction, Performance

August 16, 2011 by hgpu

Accelerating the Nonuniform Fast Fourier Transform Using FPGAs

Srinidhi Kestur, Sungho Park, Kevin M. Irick, Vijaykrishnan Narayanan

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Tags: Algorithms, Computer science, FFT, FPGA, Performance, Sorting

August 16, 2011 by hgpu

Automatic Point Target Detection for Interactive Visual Analysis of SAR Images

Martin Lambers, Andreas Kolb

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Tags: Algorithms, Earth and Space Sciences, Visualization

August 16, 2011 by hgpu

Automatic Multi-Camera Setup Optimization for Optical Tracking

Philippe A. Cerfontaine, Marc Schirski, Daniel Bundgens, Torsten Kuhlen

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Optimization, Video tracking, Virtual reality

August 16, 2011 by hgpu

FPGA acceleration of rigid-molecule docking codes

Bharat Sukhwani, Martin C. Herbordt

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Tags: Biology, Biomolecules, CUDA, FPGA, Molecular modeling, nVidia, Performance, Tesla C1060

August 15, 2011 by hgpu

Markerless View-Independent Registration of Multiple Distorted Projectors on Extruded Surfaces Using an Uncalibrated Camera

Behzad Sajadi, Aditi Majumer

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Tags: Algorithms, Computer science, Presentation, Real-time graphics, Visualization

August 15, 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

Programming

Realtime Ray Tracing on GPU with BVH-based Packet Traversal

CUKNN: A parallel implementation of K-nearest neighbor on CUDA-enabled GPU

High Throughput Variable Size Non-square Gabor Engine with Feature Pooling Based on GPU

Regular Expression Matching and Operational Semantics

Training Logistic Regression and SVM on 200GB Data Using b-Bit Minwise Hashing and Comparisons with Vowpal Wabbit (VW)

Topical perspective on massive threading and parallelism

An algorithm-architecture co-design framework for gridding reconstruction using FPGAs

Accelerating the Nonuniform Fast Fourier Transform Using FPGAs

Automatic Point Target Detection for Interactive Visual Analysis of SAR Images

Automatic Multi-Camera Setup Optimization for Optical Tracking

FPGA acceleration of rigid-molecule docking codes

Markerless View-Independent Registration of Multiple Distorted Projectors on Extruded Surfaces Using an Uncalibrated Camera

Recent source codes

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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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