high performance computing on graphics processing units: hgpu.org

Applications

hgpu.org » Applications

A programming language interface to describe transformations and code generation

Gabe Rudy, Malik Murtaza Khan, Mary Hall, Chun Chen, Jacqueline Chame

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Tags: Algorithms, Code generation, Computer science, CUBLAS, CUDA, MPI, nVidia, nVidia GeForce GTX 280, Tesla C2050

December 1, 2011 by hgpu

GPU Acceleration of Solving Parabolic Partial Differential Equations Using Difference Equations

David L. Foster

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Tags: Computer science, CUDA, Differential equations, nVidia, nVidia GeForce GTX 480, Optimization, Partial differential equations, PDEs, Tesla C1060

December 1, 2011 by hgpu

Scalable Data Clustering using GPU Clusters

Andrew Pangborn, Gregor von Laszewski, James Cavenaugh, Muhammad Shaaban, Roy Melton

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Tags: Algorithms, Cloud, Clustering, Computer science, CUDA, GPU cluster, MPI, nVidia, nVidia GeForce GTX 260, OpenMP, Tesla C1060

December 1, 2011 by hgpu

GPU Accelerated Numerical Solutions to Chaotic PDEs

J.R. Seaton, J.C Sprott

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Tags: Algorithms, Chaotic Dynamics, Differential equations, Nonlinear Sciences, nVidia, Partial differential equations, PDEs, Physics, Tesla C870

December 1, 2011 by hgpu

Iterative optimization methods for efficient image restoration on multicore architectures

Roberto Cavicchioli, Andrea Prearo, Riccardo Zanella, Gaetano Zanghirati, Luca Zanni

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Tags: Algorithms, CUDA, Image processing, MPI, Nonlinear optimization, nVidia, Tesla C2050

December 1, 2011 by hgpu

Evaluation iterative solver for pCDR on GPU accelerator

Chih-Wei Hsieh, Sheng-Hsiu Kuo, Chau-Yi Chou

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Tags: CUDA, Fluid dynamics, nVidia, Poisson equation, Tesla C1060

December 1, 2011 by hgpu

GPU Computing for Particle Tracking

Hiroshi Nishimura, Kai Song, Krishna Muriki, Changchun Sun, Susan James, Yong Qin

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Tags: CUDA, High Energy Physics - Experiment, nVidia, Physics, Tesla C2050

December 1, 2011 by hgpu

Optimal similarity registration of volumetric images

E. Kokiopoulou, D. Kressner, M. Zervos, N. Paragios

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Tags: Algorithms, CUDA, Image processing, Image registration, nVidia, Tesla C1060

December 1, 2011 by hgpu

Image and Video Processing on CUDA: State of the Art and Future Directions

Roberto Di Salvo, Carmelo Pino

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Tags: CUDA, Image processing, nVidia

December 1, 2011 by hgpu

Numerical investigations on nonlinear nonparaxial beam propagation using graphics processing units

Pedro Chamorro-Posada, Julio Sanchez-Curto, Graham S. McDonald

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Tags: CUDA, nVidia, nVidia GeForce GTX 480, OpenMPI, Optics, Physics, Tesla C1060

December 1, 2011 by hgpu

Architecture-Aware Algorithms and Software for Peta and Exascale Computing

Jack J. Dongarra

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Tags: Algorithms, Computer science, Mixed precision, MPI, Review

November 30, 2011 by hgpu

Support Operator Rupture Dynamics on GPU

Shenyi Song, Yichen Zhou, Tingxing Dong, David A. Yuen

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Tags: CUDA, Earth and Space Sciences, nVidia, Seismology, Tesla C1060

November 30, 2011 by hgpu

Allo: Accelerator Design Language

Dato: A Task-Based Programming Model for Dataflow Accelerators

Towards Robust Agentic CUDA Kernel Benchmarking, Verification, and Optimization

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Accelerating a Linear Programming Algorithm on AMD GPUs

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

A programming language interface to describe transformations and code generation

GPU Acceleration of Solving Parabolic Partial Differential Equations Using Difference Equations

GPU Accelerated Numerical Solutions to Chaotic PDEs

Iterative optimization methods for efficient image restoration on multicore architectures

Evaluation iterative solver for pCDR on GPU accelerator

GPU Computing for Particle Tracking

Optimal similarity registration of volumetric images

Image and Video Processing on CUDA: State of the Art and Future Directions

Numerical investigations on nonlinear nonparaxial beam propagation using graphics processing units

Architecture-Aware Algorithms and Software for Peta and Exascale Computing

Support Operator Rupture Dynamics on GPU

Recent source codes

Allo: Accelerator Design Language

Towards Robust Agentic CUDA Kernel Benchmarking, Verification, and Optimization

HPC Benchmark Survey

HDM: Home made Diffusion Models

General Matrix Multiplication (GEMM)

CrossTL: Universal Programming Language & Translator

TBD-GPU

DG-SWEM - The Discontinuous Galerkin Shallow Water Equation Model

torchPDLP: Primal-Dual Linear Programming in PyTorch. In collaboration with AMD and IPAM

Benchmarks for Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs

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