high performance computing on graphics processing units: hgpu.org

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N-Body Simulations on GPUs

Erich Elsen, V. Vishal, Mike Houston, Vijay Pande, Pat Hanrahan, Eric Darve

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Tags: ATI, ATI Radeon X1900, ATI Stream, Brook, Computational Engineering, Computer science, Molecular dynamics, N-body simulation, Stellar dynamics

November 8, 2010 by hgpu

Caracteristiques arithmetiques des processeurs graphiques

Marc Daumas, Guillaume Da Graca, David Defour

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Tags: ATI, ATI Radeon X1800, Computer science, Mathematical Software, nVidia, nVidia GeForce 7800 GTX, OpenGL

November 8, 2010 by hgpu

Multifold Acceleration of Neural Network Computations Using GPU

Alexander Guzhva, Sergey Dolenko, Igor Persiantsev

Tags: Computer science, CUDA, Neural networks, nVidia, nVidia GeForce GTX 260

November 8, 2010 by hgpu

An extended GPU radiosity solver

Gunter Wallner

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Tags: Cg, Computer science, Image processing, nVidia, nVidia GeForce 8800 GTS, OpenGL

November 8, 2010 by hgpu

Hybrid CUDA, OpenMP, and MPI parallel programming on multicore GPU clusters

Chao-Tung Yang, Chih-Lin Huang, Cheng-Fang Lin

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Tags: Computer science, CUDA, GPU cluster, Hybrid computing, MPI, nVidia, OpenMP, Tesla C1060, Tesla S1070

November 8, 2010 by hgpu

Power Efficient Large Matrices Multiplication by Load Scheduling on Multi-core and GPU Platform with CUDA

DaQi Ren, Reiji Suda

Tags: Computer science, CUDA, Energy-efficient computing, Matrix multiplication, nVidia

November 8, 2010 by hgpu

Towards Dense Linear Algebra for Hybrid GPU Accelerated Manycore Systems

Stanimire Tomov, Jack Dongarra, Marc Baboulin

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Tags: Computer science, CUDA, Hybrid computing, Linear Algebra, nVidia, nVidia GeForce GTX 280

November 8, 2010 by hgpu

Bayesian real-time perception algorithms on GPU

Joao Ferreira, Jorge Lobo, Jorge Dias

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce 9800 GTX

November 8, 2010 by hgpu

Parallel Banding Algorithm to compute exact distance transform with the GPU

Thanh T. Cao, Ke Tang, Anis Mohamed, Tiow S. Tan

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Tags: Computer science, CUDA, nVidia, nVidia GeForce 9600 M, nVidia GeForce 9800 GT, nVidia GeForce GTX 280, Tesla C1060, Voronoi diagram

November 8, 2010 by hgpu

COMPASS: a programmable data prefetcher using idle GPU shaders

Dong H. Woo, Hsien Hsin

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Tags: Computer science, Prefetch, Shaders

November 7, 2010 by hgpu

Parallel implementation of a spatio-temporal visual saliency model

A. Rahman, D. Houzet, D. Pellerin, S. Marat, N. Guyader

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 480

November 7, 2010 by hgpu

Real-time multi-agent path planning on arbitrary surfaces

Rafael P. Torchelsen, Luiz F. Scheidegger, Guilherme N. Oliveira, Rui Bastos, Joao L. D. Comba

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Tags: Computer science, CUDA, Games, Geodesic Distances, nVidia, nVidia GeForce GTX 260, Path problems

November 7, 2010 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

See all packages

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high performance computing on graphics processing units: hgpu.org

N-Body Simulations on GPUs

Caracteristiques arithmetiques des processeurs graphiques

Multifold Acceleration of Neural Network Computations Using GPU

An extended GPU radiosity solver

Hybrid CUDA, OpenMP, and MPI parallel programming on multicore GPU clusters

Power Efficient Large Matrices Multiplication by Load Scheduling on Multi-core and GPU Platform with CUDA

Towards Dense Linear Algebra for Hybrid GPU Accelerated Manycore Systems

Bayesian real-time perception algorithms on GPU

Parallel Banding Algorithm to compute exact distance transform with the GPU

COMPASS: a programmable data prefetcher using idle GPU shaders

Parallel implementation of a spatio-temporal visual saliency model

Real-time multi-agent path planning on arbitrary surfaces

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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