high performance computing on graphics processing units: hgpu.org

Applications

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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

Deployment of CPU and GPU-based genetic programming on heterogeneous devices

Garnett Wilson, Wolfgang Banzhaf

Tags: Artificial intelligence, Computer science, Genetic programming, Xbox 360

January 23, 2011 by hgpu

Implementation of Parallel Genetic Algorithms on Graphics Processing Units

Man Leung Wong and Tien Tsin Wong

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Tags: Computer science, Genetic programming, nVidia, nVidia GeForce 6800 Ultra, Shaders

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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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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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

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

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

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

Applications

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

Deployment of CPU and GPU-based genetic programming on heterogeneous devices

Implementation of Parallel Genetic Algorithms on Graphics Processing Units

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

Evolving Soft Robotic Locomotion in PhysX

Porting estimation of distribution algorithms to the cell broadband engine

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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