high performance computing on graphics processing units: hgpu.org

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A New GPU-Based Neighbor Search Algorithm for Fluid Simulations

Xiangkun Zhao, Fengxia Li, Shouyi Zhan

Tags: Fluid dynamics, Fluid simulation, Nearest neighbour, Particle simulation

April 3, 2011 by hgpu

Efficient Parallel Algorithm for Nonlinear Dimensionality Reduction on GPU

Tsung Tai Yeh, Tseng-Yi Chen, Yen-Chiu Chen, Wei-Kuan Shih

Tags: Computer science, Data mining, KD-tree, Nearest neighbour

April 3, 2011 by hgpu

Data structure design for GPU based heterogeneous systems

Jens Breitbart

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Tags: Computer science, CUDA, Data Structures and Algorithms, Games, Heterogeneous systems, Nearest neighbour, nVidia, nVidia GeForce 8800 GTS, nVidia GeForce GTX 280, OpenMP

March 27, 2011 by hgpu

Rotationally invariant sparse patch matching on GPU and FPGA

Zachary K Baker, Reid Porter

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Tags: FPGA, Image processing, Nearest neighbour, nVidia, nVidia GeForce 7900 GTX, OpenGL

March 16, 2011 by hgpu

Accelerating Nearest Neighbor Search on Manycore Systems

Lawrence Cayton

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Tags: Computer science, CUDA, Data Structures and Algorithms, Databases, Information Retrieval, Nearest neighbour, nVidia, Tesla C2050

March 15, 2011 by hgpu

Efficient Spatial Binning on the GPU

Christopher Oat, Joshua Barczak, Jeremy Shopf

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Tags: 3D Graphics and Realism, Algorithms, ATI, ATI Radeon HD 4870, Computer science, DirectX, Nearest neighbour, Sorting

March 12, 2011 by hgpu

Preliminary implementation of VQ image coding using GPGPU

A. Wakatani

Tags: Algorithms, CUDA, Image processing, Nearest neighbour, nVidia

March 8, 2011 by hgpu

Data parallel execution challenges and runtime performance of agent simulations on GPUs

Kalyan S. Perumalla, Brandon G. Aaby

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Tags: Cg, Computer science, Nearest neighbour, nVidia, nVidia GeForce 8800 GT

December 12, 2010 by hgpu

GPU-Accelerated Nearest Neighbor Search for 3D Registration

Deyuan Qiu,Stefan May,Andreas Nuchter

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Tags: Computer science, Computer vision, CUDA, Nearest neighbour, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 295

November 5, 2010 by hgpu

Multi-grain Parallel Processing of Data-Clustering on Programmable Graphics Hardware

Hiroyki Takizawa, Hiroaki Kobayashi

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Tags: Cluster analysis, Computer science, Data mining, Nearest neighbour

November 2, 2010 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

A New GPU-Based Neighbor Search Algorithm for Fluid Simulations

Efficient Parallel Algorithm for Nonlinear Dimensionality Reduction on GPU

Data structure design for GPU based heterogeneous systems

Rotationally invariant sparse patch matching on GPU and FPGA

Accelerating Nearest Neighbor Search on Manycore Systems

Efficient Spatial Binning on the GPU

Preliminary implementation of VQ image coding using GPGPU

Data parallel execution challenges and runtime performance of agent simulations on GPUs

GPU-Accelerated Nearest Neighbor Search for 3D Registration

Multi-grain Parallel Processing of Data-Clustering on Programmable Graphics Hardware

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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