high performance computing on graphics processing units: hgpu.org

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Design and evaluation of a parallel k-nearest neighbor algorithm on CUDA-enabled GPU

Shenshen Liang, Ying Liu, Cheng Wang, Liheng Jian

Tags: Computer science, CUDA, Nearest neighbour, nVidia

May 4, 2011 by hgpu

A 57mW embedded mixed-mode neuro-fuzzy accelerator for intelligent multi-core processor

Jinwook Oh, Junyoung Park, Gyeonghoon Kim, Seungjin Lee, Hoi-Jun Yoo

Tags: Artificial intelligence, ASIC, Computer science, Energy-efficient computing, Neural networks

May 4, 2011 by hgpu

Accelerating floating-point fitness functions in evolutionary algorithms: a FPGA-CPU-GPU performance comparison

Juan Gomez-Pulido, Miguel Vega-Rodriguez, Juan Sanchez-Perez, Silvio Priem-Mendes, Vitor Carreira

Tags: Computer science, Evolutionary Computations, FPGA, Genetic programming, Performance

May 4, 2011 by hgpu

Parallel AES algorithm for fast Data Encryption on GPU

Deguang Le, Jinyi Chang, Xingdou Gou, Ankang Zhang, Conglan Lu

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Tags: AES, Computer science, CUDA, nVidia, nVidia GeForce GTS 250, Security

May 4, 2011 by hgpu

High performance predictable histogramming on GPUs: exploring and evaluating algorithm trade-offs

Cedric Nugteren, Gert J. van den Braak, Henk Corporaal, Bart Mesman

Tags: Computer science, CUDA, Image processing, nVidia

May 4, 2011 by hgpu

Graphics hardware & GPU computing: past, present, and future

David Luebke

Tags: Computer science, CUDA, Games, nVidia, nVidia GeForce GTX 280, Review

May 4, 2011 by hgpu

Large data real-time classification with Non-negative Matrix Factorization and Self-Organizing Maps on GPU

J. Platos, P. Gajdos

Tags: Computer science, Nonnegative matrix factorization, Security, Self-organizing map

May 3, 2011 by hgpu

Interactive Two-sided Refraction for Dynamic Object on GPU

Shuai Li, Yujian Gao, Aimin Hao, Lili Wang

Tags: 3D Graphics and Realism, Algorithms, Computer science, Real-time graphics

May 3, 2011 by hgpu

Real-Time Animating and Rendering of Large Scale Grass Scenery on GPU

Xiangkun Zhao, Fengxia Li, Shouyi Zhan

Tags: 3D Graphics and Realism, Algorithms, Collision detection, Computer science, Real-time graphics, Rendering

May 3, 2011 by hgpu

Real-time ocean wave motion simulation based on statistic model and GPU programming

Xiaohu Ma, Zhiwei Chen, Gang Shi

Tags: 3D Graphics and Realism, Computer science, FFT, Rendering

May 3, 2011 by hgpu

Accelerating scientific applications using GPU’s

M. Taher

Tags: Bioinformatics, Biology, Computer science, CUDA, FFT, nVidia, Security, Sequence alignment

May 3, 2011 by hgpu

GPU Implementation of Extended Gaussian Mixture Model for Background Subtraction

Vu Pham, Phong Vo, Vu Thanh Hung, Le Hoai Bac

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Source codes

Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 9600 GT, Package

May 3, 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

Design and evaluation of a parallel k-nearest neighbor algorithm on CUDA-enabled GPU

A 57mW embedded mixed-mode neuro-fuzzy accelerator for intelligent multi-core processor

Accelerating floating-point fitness functions in evolutionary algorithms: a FPGA-CPU-GPU performance comparison

Parallel AES algorithm for fast Data Encryption on GPU

High performance predictable histogramming on GPUs: exploring and evaluating algorithm trade-offs

Graphics hardware & GPU computing: past, present, and future

Large data real-time classification with Non-negative Matrix Factorization and Self-Organizing Maps on GPU

Interactive Two-sided Refraction for Dynamic Object on GPU

Real-Time Animating and Rendering of Large Scale Grass Scenery on GPU

Real-time ocean wave motion simulation based on statistic model and GPU programming

Accelerating scientific applications using GPU’s

GPU Implementation of Extended Gaussian Mixture Model for Background Subtraction

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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