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Regular Expression Matching and Operational Semantics

Asiri Rathnayake, Hayo Thielecke

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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

Tileable BTF

Man-Kang Leung, Wai-Man Pang, Chi-Wing Fu, Tien-Tsin Wong, Pheng-Ann Heng

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Tags: 3D Graphics and Realism, Computer science, Image generation, Rendering

August 16, 2011 by hgpu

Browsing Large Image Datasets through Voronoi Diagrams

Paolo Brivio, Marco Tarini, Paolo Cignon

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Tags: Computer science, nVidia, nVidia GeForce GT 130 M, Visualization, Voronoi diagram

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

SHARC: A streaming model for FPGA accelerators and its application to Saliency

Srinidhi Kestur, Dharav Dantara, Vijaykrishnan Narayanan

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Tags: Computer science, FPGA, Performance

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

Implementation of the "Local Rank Differences" Image Feature Using SIMD Instructions of CPU

Adam Herout, Pavel Zemcik, Roman Juranek, Michal Hradis

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Tags: Computer science, FPGA, Pattern recognition, Performance

August 16, 2011 by hgpu

Humanoid navigation planning using future perceptive capability

Philipp Michel, Joel Chestnutt, Satoshi Kagami, Koichi Nishiwaki, James Kuffner, Takeo Kanade

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Tags: Computer science, Sensing

August 15, 2011 by hgpu

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

Scalable Access-Pattern Aware I/O Acceleration and Multi-Tiered Data Management for HPC and AI Workloads

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

Analyzing the Performance Portability of SYCL across CPUs, GPUs, and Hybrid Systems with Protein Database Search

tdg-benchs: benchmarks used to test the performance of taskgraph

Leveraging the potential of task-based programming with OpenMP task graphs

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

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

Tileable BTF

Browsing Large Image Datasets through Voronoi Diagrams

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

Accelerating the Nonuniform Fast Fourier Transform Using FPGAs

SHARC: A streaming model for FPGA accelerators and its application to Saliency

Automatic Point Target Detection for Interactive Visual Analysis of SAR Images

Automatic Multi-Camera Setup Optimization for Optical Tracking

Implementation of the "Local Rank Differences" Image Feature Using SIMD Instructions of CPU

Humanoid navigation planning using future perceptive capability

Recent source codes

PROM: an open-source software framework to enhance the robustness and performance of predictive models against such changes during deployment

DeepSpeed: a deep learning optimization library that makes distributed training and inference easy, efficient, and effective

HPX: a C++ Standard Library for Concurrency and Parallelism

TorchQC: Quantum Dynamics and Machine Learning

Matrix multiplication using Tensor Cores in CUDA

CPP Joules: Energy Measurement tool for CPP/CUDA programs

HPC-Coder-v2

Reproducible Study and Performance Analysis of GPU Programming Paradigms: OpenACC vs. CUDA in Key Linear Algebra Computations

SW#SYCL

tdg-benchs: benchmarks used to test the performance of taskgraph

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