high performance computing on graphics processing units: hgpu.org

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Fast boosting trees for classification, pose detection, and boundary detection on a GPU

Neil Birkbeck, Michal Sofka, S. Kevin Zhou

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Tags: Algorithms, CUDA, Medicine, MRI, nVidia, nVidia GeForce GTX 480, Ultrasound

August 17, 2011 by hgpu

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

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

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

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

Robust non-local denoising of colored depth data

Benjamin Huhle, Timo Schairer, Philipp Jenke, Wolfgang Strasser

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Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce 8800 GTX, Signal denoising

August 15, 2011 by hgpu

Parallel Morphological Endmember Extraction Using Commodity Graphics Hardware

Javier Setoain, Manuel Prieto, Christian Tenllado, Antonio Plaza, Francisco Tirado

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Tags: Algorithms, Cg, Image processing, nVidia, nVidia GeForce 7800 GTX, nVidia GeForce FX 5950 Ultra, Sensing

August 15, 2011 by hgpu

Volumetric Ambient Occlusion

Laszlo Szirmay-Kalos, Tamas Umenhoffer, Balazs Toth, Laszlo Szecsi, Mateu Sbert

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Tags: 3D Graphics and Realism, Algorithms, Computer science, DirectX, HLSL, nVidia, nVidia GeForce 8800 GTX, Rendering

August 15, 2011 by hgpu

Using the physics-based rendering toolkit for medical reconstruction

Steven Bergner, Eric Dagenais, Anna Celler, Torsten Moller

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Source codes

Tags: Algorithms, Image reconstruction, Medicine, nVidia, nVidia GeForce 6600 GT, OpenGL, Package, Rendering, Tomography

August 12, 2011 by hgpu

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

LLOR: Automatic Repair of OpenMP Programs

LLOR: Automated Repair of OpenMP Programs

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high performance computing on graphics processing units: hgpu.org

Fast boosting trees for classification, pose detection, and boundary detection on a GPU

Realtime Ray Tracing on GPU with BVH-based Packet Traversal

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

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

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

Robust non-local denoising of colored depth data

Parallel Morphological Endmember Extraction Using Commodity Graphics Hardware

Volumetric Ambient Occlusion

Using the physics-based rendering toolkit for medical reconstruction

Recent source codes

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

LLOR: Automatic Repair of OpenMP Programs

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