high performance computing on graphics processing units: hgpu.org

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Optimized GPU Framework for Ultrasound Color Flow Imaging

Zhengjuan Fan, Dan Shi, D.C. Liu

Tags: CUDA, Medicine, nVidia, Ultrasound

May 22, 2011 by hgpu

A comprehensive analysis and parallelization of an image retrieval algorithm

Zhenman Fang, Donglei Yang, Weihua Zhang, Haibo Chen, Binyu Zang

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Tags: Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 260, Presentation

May 21, 2011 by hgpu

Multilevel Granularity Parallelism Synthesis on FPGAs

Alexandros Papakonstantinou, Yun Liang, John A. Stratton, Karthik Gururaj, Deming Chen, Wen-Mei W. Hwu, Jason Cong

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Tags: Code generation, Compilers, Computer science, CUDA, FPGA, nVidia, nVidia GeForce 9800 GX2

May 21, 2011 by hgpu

A Parallel Algorithm for Flight Route Planning on GPU Using CUDA (thesis)

Seckin Sanci

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Tags: Algorithms, CUDA, Earth and Space Sciences, nVidia, nVidia GeForce 9800 M, Path problems, Thesis

May 21, 2011 by hgpu

A Parallel Algorithm for UAV Flight Route Planning on GPU

Seckin Sanci, Veysi Isler

Tags: Algorithms, CUDA, Earth and Space Sciences, nVidia, Path problems

May 21, 2011 by hgpu

Bio-inspired computer visual system using GPU and Visual Pattern Assessment Language (ViPAL): Application on breast cancer prognosis

Chao-Hui Huang, Daniel Racoceanu, Ludovic Roux, Thomas C. Putti

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Tags: Computer vision, CUDA, Machine learning, Medicine, nVidia, nVidia GeForce 9400 M

May 20, 2011 by hgpu

From Sparse Matrix to Optimal GPU CUDA Sparse Matrix Vector Product Implementation

Ahmed H. El Zein, Alistair P. Rendell

Tags: Computer science, CUDA, Linear Algebra, nVidia, Performance, Sparse matrix

May 20, 2011 by hgpu

GPU-PRISM: An Extension of PRISM for General Purpose Graphics Processing Units

Dragan Bosnacki, Stefan Edelkamp, Damian Sulewski, Anton Wijs

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Tags: Computer science, CUDA, Linear Algebra, nVidia, nVidia GeForce GTX 285, Probabilistic model checking

May 19, 2011 by hgpu

A GPU-based maximal frequent itemsets mining algorithm over stream

Haifeng Li

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Tags: Algorithms, Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 220

May 19, 2011 by hgpu

High-throughput stream categorization and intrusion detection on GPU

M.H. Khabbazian, H. Eslami, E. Totoni, A. Khadem

Tags: Computer science, CUDA, Network communications, nVidia, nVidia GeForce GTX 295, Security

May 19, 2011 by hgpu

GPU acceleration of a fully 3D Iterative Reconstruction Software for PET using CUDA

J. L. Herraiz, S. Espana, S. Garcia, R. Cabido, A. S. Montemayor, M. Desco, J. J. Vaquero, J. M. Udias

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Tags: CUDA, Image processing, Image reconstruction, Medicine, nVidia, nVidia GeForce 8800 GTS, nVidia GeForce FX 5600, nVidia GeForce GT 120, nVidia GeForce GTX 260, PET, Tomography

May 19, 2011 by hgpu

Astrophysical Particle Simulations with Custom GPU Clusters

R. Spurzem, P. Berczik, K. Nitadori, G. Marcus, A. Kugel, R. Manner, I. Berentzen, R. Klessen, R. Banerjee

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Tags: Astrophysics, CUDA, GPU cluster, MPI, N-body simulation, nVidia, Tesla C1070, Tesla C870

May 19, 2011 by hgpu

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

SimSYCL: A SYCL Implementation Targeting Development, Debugging, Simulation and Conformance

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

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

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

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

See all packages

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high performance computing on graphics processing units: hgpu.org

Optimized GPU Framework for Ultrasound Color Flow Imaging

A comprehensive analysis and parallelization of an image retrieval algorithm

Multilevel Granularity Parallelism Synthesis on FPGAs

A Parallel Algorithm for Flight Route Planning on GPU Using CUDA (thesis)

A Parallel Algorithm for UAV Flight Route Planning on GPU

Bio-inspired computer visual system using GPU and Visual Pattern Assessment Language (ViPAL): Application on breast cancer prognosis

From Sparse Matrix to Optimal GPU CUDA Sparse Matrix Vector Product Implementation

GPU-PRISM: An Extension of PRISM for General Purpose Graphics Processing Units

A GPU-based maximal frequent itemsets mining algorithm over stream

High-throughput stream categorization and intrusion detection on GPU

GPU acceleration of a fully 3D Iterative Reconstruction Software for PET using CUDA

Astrophysical Particle Simulations with Custom GPU Clusters

Recent source codes

SimSYCL: Synchronous, single-threaded, library-only SYCL implementation for debugging and verification

GPU plugin for PySCF

QArray

Celerity: High-level C++ for Accelerator Clusters

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

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

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

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