high performance computing on graphics processing units: hgpu.org

hgpu.org » Optimization

Near real-time Fast Bilateral Stereo on the GPU

Stefano Mattoccia, Marco Viti, Florian Ries

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Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 460, Optimization, Tesla C2070

August 17, 2011 by hgpu

CUKNN: A parallel implementation of K-nearest neighbor on CUDA-enabled GPU

Shenshen Liang, Cheng Wang, Ying Liu, Liheng Jian

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Tags: Computer science, CUDA, Nearest neighbour, nVidia, Optimization, Tesla C1060

August 17, 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

Efficient Calculation of Pairwise Nonbonded Forces

Matt Chiu, Md. Ashfaquzzaman Khan, Martin C. Herbordt

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Tags: Chemistry, Electrostatics, FPGA, Molecular dynamics, Optimization, Performance

August 15, 2011 by hgpu

Performance evaluation and optimization of random memory access on multicores with high productivity

Vaibhav Saxena, Yogish Sabharwal, Pramod Bhatotia

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Tags: Benchmarking, Computer science, CUDA, Memory, nVidia, nVidia Quadro FX 4600, Optimization

August 10, 2011 by hgpu

Cache Miss Analysis for GPU Programs Based on Stack Distance Profile

Tao Tang, Xuejun Yang, Yisong Lin

Tags: Computer science, Memory, Optimization

August 9, 2011 by hgpu

Optimization of parallel Genetic Algorithms for nVidia GPUs

Mohamed Wahib, Asim Munawar, Masaharu Munetomo, Kiyoshi Akama

Tags: Algorithms, Computer science, Evolutionary Computations, Genetic programming, nVidia, Optimization, Review, Tesla C1060

August 9, 2011 by hgpu

PUGACE, a cellular Evolutionary Algorithm framework on GPUs

Nicolas Soca, Jose Luis Blengio, Martin Pedemonte, Pablo Ezzatti

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Tags: Algorithms, Computer science, CUDA, Evolutionary Computations, Metaheuristics, nVidia, nVidia GeForce 9800 GTX, Optimization

August 7, 2011 by hgpu

Tradeoff analysis and optimization of power delivery networks with on-chip voltage regulation

Zhiyu Zeng, Xiaoji Ye, Zhuo Feng, Peng Li

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Tags: Computer science, CUDA, Hardware Architecture, Nonlinear optimization, nVidia, nVidia GeForce 9800 GX2, Optimization

August 6, 2011 by hgpu

Reconstruction and visualization of planetary nebulae

Marcus Magnor, Gordon Kindlmann, Charles Hansen, Neb Duric

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Tags: Astrophysics, Nonlinear optimization, nVidia, nVidia GeForce FX 3000, Optimization, Rendering, Visualization

August 5, 2011 by hgpu

Constrained inverse volume rendering for planetary nebulae

M. Magnor, G. Kindlmann, N. Duric, C. Hansen

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Tags: Astrophysics, Nonlinear optimization, nVidia, nVidia GeForce FX 3000, Optimization, Rendering, Visualization

August 5, 2011 by hgpu

PIR: PMaC’s Idiom Recognizer

Catherine Olschanowsky, Allan Snavely, Mitesh R. Meswani, Laura Carrington

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Tags: Algorithms, Computer science, Optimization, Pattern recognition, Performance

August 3, 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

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high performance computing on graphics processing units: hgpu.org

Near real-time Fast Bilateral Stereo on the GPU

CUKNN: A parallel implementation of K-nearest neighbor on CUDA-enabled GPU

Automatic Multi-Camera Setup Optimization for Optical Tracking

Efficient Calculation of Pairwise Nonbonded Forces

Performance evaluation and optimization of random memory access on multicores with high productivity

Cache Miss Analysis for GPU Programs Based on Stack Distance Profile

Optimization of parallel Genetic Algorithms for nVidia GPUs

PUGACE, a cellular Evolutionary Algorithm framework on GPUs

Tradeoff analysis and optimization of power delivery networks with on-chip voltage regulation

Reconstruction and visualization of planetary nebulae

Constrained inverse volume rendering for planetary nebulae

PIR: PMaC’s Idiom Recognizer

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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