high performance computing on graphics processing units: hgpu.org

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An Environment to Support GPU and Multicore Programming for Rapid, High Performance, Application Deployment

James Laurence Brock

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Tags: ATI, ATI Radeon HD 5870, Computer science, CUDA, Heterogeneous systems, Image reconstruction, Monte Carlo simulation, nVidia, nVidia GeForce 9800 GX2, nVidia GeForce GTX 560 Ti, OpenCL, Tesla C1060, Tesla S1070, Thesis

October 26, 2012 by hgpu

Accelerated Pressure Projection using OpenCL on GPUs

Davoud Saffar Shamshirgar

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Tags: Algorithms, Computer science, Fluid dynamics, Heterogeneous systems, nVidia, nVidia GeForce GTX 560 Ti, OpenCL, Thesis

October 1, 2012 by hgpu

An Optimized Parallel IDCT on Graphics Processing Units

Biao Wang, Mauricio Alvarez-Mesa, Chi Ching Chi, Ben Juurlink

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Tags: Computer science, H.264/AVC, nVidia, nVidia GeForce GT 430, nVidia GeForce GTS 450, nVidia GeForce GTX 560 Ti, OpenCL

September 14, 2012 by hgpu

Image Object Tracking System Using Parallel Mean Shift Algorithm

Sang Gu Lee

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Tags: Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 560 Ti, Video tracking

August 31, 2012 by hgpu

Designing OP2 for GPU architectures

M.B. Giles, G.R. Mudalige, B. Spencer, C. Bertolli, I. Reguly

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Source codes

Tags: Computer science, nVidia, nVidia GeForce GTX 560 Ti, Optimization, Package, Performance, Tesla C2070

August 11, 2012 by hgpu

Implementation of the r.cuda.los module in the open source GRASS GIS by using parallel computation on the NVIDIA CUDA graphic cards

Andrej Osterman

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Tags: CUDA, Earth and Space Sciences, nVidia, nVidia GeForce GTX 560 Ti

July 20, 2012 by hgpu

Implementing the Approximate Message Passing (AMP) Algorithm on a GPU

Lukas Cavigelli, Pascal Alexander Hager

Tags: Algorithms, CUDA, Image processing, nVidia, nVidia GeForce GTX 560 Ti

July 14, 2012 by hgpu

Parallel Particle Swarm Optimization on Graphical Processing Unit for Pose Estimation

Vincent Roberge, Mohammed Tarbouchi

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce GTX 560 Ti

July 7, 2012 by hgpu

Parallel Memory Defragmentation on a GPU

Ronald Veldema, Michael Philippsen

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Tags: Algorithms, Computer science, CUDA, Memory model, nVidia, nVidia GeForce GTX 560 Ti, Performance, Storage system

July 6, 2012 by hgpu

GPU-based Assembly of Stiffness Matrices in the Parallel Multilevel Partition of Unity Method

Sebastian Kanis

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Tags: Differential equations, Mathematics, nVidia, nVidia GeForce GTX 560 Ti, Partial differential equations, PDEs, Thesis

July 5, 2012 by hgpu

Solving Molecular Distance Geometry Problems in OpenCL

Istvan Lorentz, Razvan Andonie, Levente Fabry-Asztalos

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Tags: Chemistry, Computational chemistry, Molecular modeling, nVidia, nVidia GeForce GTX 560 Ti, OpenCL

June 27, 2012 by hgpu

Solving the Vlasov equation for one-dimensional models with long range interactions on a GPU

Tarcisio M. Rocha Filho

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Tags: Computational Physics, CUDA, nVidia, nVidia GeForce GTX 560 Ti, nVidia GeForce GTX 590, Physics, Statistical Mechanics

June 18, 2012 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

An Environment to Support GPU and Multicore Programming for Rapid, High Performance, Application Deployment

Accelerated Pressure Projection using OpenCL on GPUs

An Optimized Parallel IDCT on Graphics Processing Units

Image Object Tracking System Using Parallel Mean Shift Algorithm

Designing OP2 for GPU architectures

Implementation of the r.cuda.los module in the open source GRASS GIS by using parallel computation on the NVIDIA CUDA graphic cards

Implementing the Approximate Message Passing (AMP) Algorithm on a GPU

Parallel Particle Swarm Optimization on Graphical Processing Unit for Pose Estimation

Parallel Memory Defragmentation on a GPU

GPU-based Assembly of Stiffness Matrices in the Parallel Multilevel Partition of Unity Method

Solving Molecular Distance Geometry Problems in OpenCL

Solving the Vlasov equation for one-dimensional models with long range interactions on a GPU

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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