high performance computing on graphics processing units: hgpu.org

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Central Force Optimization on a GPU: A case study in high performance metaheuristics using multiple topologies

Robert C. Green, Lingfeng Wang, Mansoor Alam, Richard A. Formato

Tags: Algorithms, Computer science, CUDA, Metaheuristics, nVidia, Optimization

July 24, 2011 by hgpu

GPGPU Acceleration Algorithm for Medical Image Reconstruction

Virasin Archirapatkave, Hendra Sumilo, Simon Chong Wee See, Tiranee Achalakul

Tags: Algorithms, Image reconstruction, Medicine, OpenGL, Visualization

July 24, 2011 by hgpu

Out-of-core cone beam reconstruction using multiple GPUs

Fumihiko Ino, Yusuke Okitsu, Taketo Kishi, Syuhei Ohnishi, Kenichi Hagihara

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Tags: Algorithms, CUDA, Image reconstruction, Medicine, nVidia, Tesla S1070

July 24, 2011 by hgpu

Real-Time Illustration of Vascular Structures

Felix Ritter, Christian Hansen, Volker Dicken, Olaf Konrad, Bernhard Preim, and Heinz-Otto Peitgen

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Tags: Algorithms, Computer science, Medicine, nVidia, nVidia GeForce 7800 GTX, OpenGL, Rendering, Surgical simulation, Visualization

July 24, 2011 by hgpu

Fast and robust CAMShift tracking

David Exner, Erich Bruns, Daniel Kurz, Anselm Grundhofer, Oliver Bimber

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Tags: Algorithms, Computer science, Computer vision, nVidia, nVidia GeForce GTX 285, OpenGL

July 24, 2011 by hgpu

Bridging the Gap between FPGAs and Multi-Processor Architectures: A Video Processing Perspective

Ben Cope, Peter Y.K. Cheung, Wayne Luk

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Tags: Algorithms, Cg, Computer science, FPGA, GLSL, nVidia, nVidia GeForce 7800 GTX, OpenGL, Performance

July 24, 2011 by hgpu

On the Robust Mapping of Dynamic Programming onto a Graphics Processing Unit

Shucai Xiao, A.M. Aji, Wu-chun Feng

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Tags: Algorithms, Bioinformatics, Biology, Cell processor, CUDA, Data parallelism, nVidia, nVidia GeForce GTX 280, Sequence alignment, Smith-Waterman algorithm

July 23, 2011 by hgpu

Wavelet Model-based Stereo for Fast, Robust Face Reconstruction

Alan Brunton, Jochen Lang, Eric Dubois, Chang Shu

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Tags: Algorithms, Bayesian, Cloud, Computer science, Computer vision, CUDA, GLSL, nVidia, OpenGL, Wavelet

July 23, 2011 by hgpu

Small Discrete Fourier Transforms on GPUs

S. Mitra, A. Srinivasan

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Tags: Algorithms, Computer science, CUDA, FFT, Matrix multiplication, nVidia, nVidia GeForce 9800 GTX, Optimization

July 23, 2011 by hgpu

Real-time DVB-S2 LDPC decoding on many-core GPU accelerators

Gabriel Falcao, Joao Andrade, Vitor Silva, Leonel Sousa

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Tags: Algorithms, CUDA, nVidia, Parity-check codes, Signal processing, Tesla C2050

July 23, 2011 by hgpu

Large-Scale Physics-Based Terrain Editing Using Adaptive Tiles on the GPU

Juraj Vanek, Bedrich Benes, Adam Herout, Ondrej Stava

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Tags: Algorithms, Computer science, GLSL, nVidia, nVidia GeForce GTX 480, OpenGL, Physics-based simulation, Visualization

July 23, 2011 by hgpu

GPU-accelerated atom and dynamic bond visualization using hyperballs: A unified algorithm for balls, sticks, and hyperboloids

Matthieu Chavent, Antoine Vanel, Alex Tek, Bruno Levy, Sophie Robert, Bruno Raffin, Marc Baaden

Tags: Algorithms, Chemistry, Macromolecule, Molecular modeling, Visualization

July 23, 2011 by hgpu

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

gpu_tracker: Python package for tracking and profiling GPU utilization in both desktop and high-performance computing environments

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

LOOPer: A Learned Automatic Code Optimizer For Polyhedral Compilers

OpenMC Monte Carlo Code

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs

Polygeist: C/C++ frontend for MLIR

Retargeting and Respecializing GPU Workloads for Performance Portability

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

SYCL in the edge: performance and energy evaluation for heterogeneous acceleration

OpenMP5-Offload-OpenMC-Intel-PVC

Distributed OpenMP Offloading of OpenMC on Intel GPU MAX Accelerators

See all packages

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high performance computing on graphics processing units: hgpu.org

Central Force Optimization on a GPU: A case study in high performance metaheuristics using multiple topologies

GPGPU Acceleration Algorithm for Medical Image Reconstruction

Out-of-core cone beam reconstruction using multiple GPUs

Real-Time Illustration of Vascular Structures

Fast and robust CAMShift tracking

Bridging the Gap between FPGAs and Multi-Processor Architectures: A Video Processing Perspective

On the Robust Mapping of Dynamic Programming onto a Graphics Processing Unit

Small Discrete Fourier Transforms on GPUs

Real-time DVB-S2 LDPC decoding on many-core GPU accelerators

Large-Scale Physics-Based Terrain Editing Using Adaptive Tiles on the GPU

GPU-accelerated atom and dynamic bond visualization using hyperballs: A unified algorithm for balls, sticks, and hyperboloids

Recent source codes

QArray

Celerity: High-level C++ for Accelerator Clusters

CIFAR-10 Airbench: 94% on CIFAR-10 in 3.29 second

gpu_tracker: Context manager and CLI that tracks the computational-resource-usage of a code block or shell command, particularly the GPU usage

LOOPer: a polyhedral compiler for expressing fast and portable data parallel algorithms

OpenMC Monte Carlo Code

Polygeist: C/C++ frontend for MLIR

Parallel Gaussian process with kernel approximation in CUDA

Optical flow algorithms for SYCL

OpenMP5-Offload-OpenMC-Intel-PVC

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