high performance computing on graphics processing units: hgpu.org

Programming

hgpu.org » Programming

Cellular genetic algorithms

Enrique Alba, Bernabe Dorronsoro

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Tags: Algorithms, Computer science, Genetic programming, SAT

January 23, 2011 by hgpu

A study of parallel evolution strategy: pattern search on a GPU computing platform

Weihang Zhu

Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, Pattern Search

January 23, 2011 by hgpu

Multi-walk Parallel Pattern Search Approach on a GPU Computing Platform

Weihang Zhu and James Curry

Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia, Pattern Search

January 23, 2011 by hgpu

High performance genetic programming on GPU

Denis Robilliard, Virginie Marion, Cyril Fonlupt

Tags: Algorithms, Computer science, CUDA, Genetic programming, nVidia

January 23, 2011 by hgpu

An Improved Magma Gemm For Fermi Graphics Processing Units

Rajib Nath, Stanimire Tomov, Jack Dongarra

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Source codes

Tags: BLAS, Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia, Package, Tesla C2050

January 23, 2011 by hgpu

Implementing molecular dynamics on hybrid high performance computers – short range forces

W. Michael Brown, Peng Wang, Steven J. Plimpton, Arnold N. Tharrington

Tags: Chemistry, CUDA, GPU cluster, Molecular dynamics, nVidia, Physics

January 22, 2011 by hgpu

Swan: A tool for porting CUDA programs to OpenCL

M. J. Harvey, G. De Fabritiis

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Source codes

Tags: Compilers, Computer science, CUDA, nVidia, OpenCL, Package, Tesla C1060

January 22, 2011 by hgpu

A parallel evolutionary algorithm to optimize dynamic memory managers in embedded systems

Jose L. Risco-Martin, David Atienza, J. Manuel Colmenar and Oscar Garnica

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Tags: Algorithms, Computer science, Genetic programming, Memory model

January 22, 2011 by hgpu

Porting estimation of distribution algorithms to the cell broadband engine

Carlos Perez-Miguel, Jose Miguel-Alonso, Alexander Mendiburu

Tags: Algorithms, Computer science, Genetic programming, Playstation

January 22, 2011 by hgpu

Evolving Soft Robotic Locomotion in PhysX

John Rieffel, Frank Saunders, Shilpa Nadimpalli, Harvey Zhou, Soha Hassoun, Jason Rife, Barry Trimmer

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Tags: Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce 9800 GT

January 22, 2011 by hgpu

Evaluating the cell broadband engine as a platform to run estimation of distribution algorithms

Carlos Perez-Miguel, Jose Miguel-Alonso and Alexander Mendiburu

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Tags: Algorithms, Computer science, Genetic programming, Playstation

January 22, 2011 by hgpu

Strategies to minimise the total run time of cyclic graph based genetic programming with GPUs

Tony E. Lewis, George D. Magoulas

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Tags: Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce 8800 GT, Programming techniques

January 22, 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

Programming

Cellular genetic algorithms

A study of parallel evolution strategy: pattern search on a GPU computing platform

Multi-walk Parallel Pattern Search Approach on a GPU Computing Platform

High performance genetic programming on GPU

An Improved Magma Gemm For Fermi Graphics Processing Units

Implementing molecular dynamics on hybrid high performance computers – short range forces

Swan: A tool for porting CUDA programs to OpenCL

A parallel evolutionary algorithm to optimize dynamic memory managers in embedded systems

Porting estimation of distribution algorithms to the cell broadband engine

Evolving Soft Robotic Locomotion in PhysX

Evaluating the cell broadband engine as a platform to run estimation of distribution algorithms

Strategies to minimise the total run time of cyclic graph based genetic programming with GPUs

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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