high performance computing on graphics processing units: hgpu.org

hgpu.org » Artificial intelligence

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

Dan C. Ciresan, Ueli Meier, Luca M. Gambardella, Jurgen Schmidhuber

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Tags: Artificial intelligence, CUDA, Image processing, Image recognition, Neural and Evolutionary Computing, Neural networks, nVidia

February 9, 2011 by hgpu

High-Performance Neural Networks for Visual Object Classification

Dan C. Ciresan, Ueli Meier, Jonathan Masci, Luca M. Gambardella, Jurgen Schmidhuber

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Tags: Artificial intelligence, Computer science, CUDA, Neural and Evolutionary Computing, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 580

February 2, 2011 by hgpu

A data parallel approach to genetic programming using programmable graphics hardware

Darren M. Chitty

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Tags: Algorithms, Artificial intelligence, Cg, Computer science, Genetic programming, nVidia, nVidia GeForce 6400

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

Improving SMT performance: an application of genetic algorithms to configure resizable caches

Josefa Diaz, J. Ignacio Hidalgo, Francisco Fernandez, Oscar Garnica, Sonia Lopez

Tags: Artificial intelligence, Computer science, Genetic programming

January 22, 2011 by hgpu

Evolving a CUDA kernel from an nVidia template

William B. Langdon, Mark Harman

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Tags: Artificial intelligence, Computer science, CUDA, Genetic programming, nVidia, nVidia GeForce GTX 295

January 21, 2011 by hgpu

Parallelization Strategies for Ant Colony Optimisation on GPUs

Jose M. Cecilia, Jose M. Garcia, Manuel Ujaldon, Andy Nisbet, Martyn Amos

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Tags: Artificial intelligence, Computer science, CUDA, nVidia, Tesla C1060, Tesla M2050

January 17, 2011 by hgpu

An Architecture for Distributed Behavioral Models with GPUs

Rosario De Chiara, Ugo Erra, Vittorio Scarano

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Tags: Artificial intelligence, Computer science, nVidia, nVidia GeForce 6800 GT

January 15, 2011 by hgpu

ClearPath: highly parallel collision avoidance for multi-agent simulation

Stephen J. Guy, Jatin Chhugani, Changkyu Kim, Nadathur Satish, Ming Lin, Dinesh Manocha, Pradeep Dubey

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Tags: Artificial intelligence, Computer science, Larrabee, Optimization

January 8, 2011 by hgpu

Parallel evolutionary algorithms on graphics processing unit

Man-Leung Wong, Tien-Tsin Wong, Ka-Ling Fok

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Tags: Artificial intelligence, Computer science, nVidia, nVidia GeForce 6800 Ultra, Optimization, Shaders

January 5, 2011 by hgpu

Visual-model-based, real-time 3D pose tracking for autonomous navigation: methodology and experiments

Hans de Ruiter, Beno Benhabib

Tags: Artificial intelligence, Computer science, Computer vision, Pattern recognition, Video tracking

December 13, 2010 by hgpu

March of the Froblins: simulation and rendering massive crowds of intelligent and detailed creatures on GPU

Jeremy Shopf, Joshua Barczak, Christopher Oat, Natalya Tatarchuk

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Tags: 3D Graphics and Realism, Artificial intelligence, ATI, Computer science, Games, Image generation

December 9, 2010 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

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

High-Performance Neural Networks for Visual Object Classification

A data parallel approach to genetic programming using programmable graphics hardware

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

Improving SMT performance: an application of genetic algorithms to configure resizable caches

Evolving a CUDA kernel from an nVidia template

Parallelization Strategies for Ant Colony Optimisation on GPUs

An Architecture for Distributed Behavioral Models with GPUs

ClearPath: highly parallel collision avoidance for multi-agent simulation

Parallel evolutionary algorithms on graphics processing unit

Visual-model-based, real-time 3D pose tracking for autonomous navigation: methodology and experiments

March of the Froblins: simulation and rendering massive crowds of intelligent and detailed creatures on GPU

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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