high performance computing on graphics processing units: hgpu.org

Applications

Towards accelerating Smoothed Particle Hydrodynamics simulations for free-surface flows on multi-GPU clusters

Daniel Valdez-Balderas, Jose M. Dominguez, Benedict D. Rogers, Alejandro J.C. Crespo

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Tags: Algorithms, Computational Physics, Condensed matter, CUDA, Fluid dynamics, GPU cluster, Instrumentation and Methods for Astrophysics, Molecular dynamics, MPI, nVidia, nVidia GeForce GTX 480, Physics, Sorting, Tesla M2050

October 4, 2012 by hgpu

GPU-based infrared thermography for NDE of minefields

F.Pardo, P.Lopez, D. Cabello

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Tags: CUDA, nVidia, nVidia GeForce GTS 250, Physics, Thermodynamics

October 3, 2012 by hgpu

Nonperturbative Quantum Field Theory in Astrophysics

Daniel Paul Mazur

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Tags: Astrophysics, CUDA, Gravitation, High Energy Astrophysical Phenomena, nVidia, Physics, Tesla C1060, Thesis

September 30, 2012 by hgpu

Lattice QCD based on OpenCL

Matthias Bach, Volker Lindenstruth, Owe Philipsen, Christopher Pinke

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Tags: Algorithms, ATI, ATI Radeon HD 5870, ATI Radeon HD 6970, ATI Radeon HD 7970, High Energy Physics - Lattice, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 680, OpenCL, Physics, QCD

September 27, 2012 by hgpu

GPU Acceleration of Image Convolution using Spatially-varying Kernel

Steven Hartung, Hemant Shukla, J. Patrick Miller, Carlton Pennypacker

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Tags: Algorithms, Astrophysics, CUDA, FFT, Image processing, Instrumentation and Methods for Astrophysics, nVidia, nVidia GeForce GTX 465

September 27, 2012 by hgpu

GPU Accelerated Lambert Solution Methods for the Orbital Targeting Problem

Sam Wagner, Bong Wie

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Tags: Astrophysics, CUDA, Earth and Space Sciences, Fortran, nVidia, Tesla C2060

September 25, 2012 by hgpu

GPU in Physics Computation: Case Geant4 Navigation

Otto Seiskari, Jukka Kommeri, Tapio Niemi

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Tags: Computational Physics, CUDA, nVidia, nVidia GeForce GTX 470, Physics

September 25, 2012 by hgpu

Charged particles constrained to a curved surface

Thomas Muller, Jorg Frauendiener

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Source codes

Tags: CUDA, Electrostatics, nVidia, OpenGL, Package, Physics

September 20, 2012 by hgpu

Gauge fixing using overrelaxation and simulated annealing on GPUs

Mario Schrock, Hannes Vogt

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Tags: Algorithms, CUDA, High Energy Physics - Lattice, nVidia, nVidia GeForce GTX 580, Physics, Probability

September 19, 2012 by hgpu

Quasi-real-time analysis of dynamic near field scattering data using a graphics processing unit

Giovanni Cerchiari, Fabrizio Croccolo, Frederic Cardinaux, Frank Scheffold

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Tags: CUDA, Data acquisition, Microscopy, nVidia, Optics, Physics, Soft Condensed Matter, Tesla C2050

September 18, 2012 by hgpu

High Performance Computing on Astrophysics with Artificial Intelligence Algorithms

Juan C. Cuevas-Tello

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Tags: Algorithms, Artificial intelligence, Astrophysics, CUDA, MPI, Neural networks, nVidia, nVidia GeForce 8800 GTX, nVidia GeForce GTX 470, Physics

September 16, 2012 by hgpu

Dynamical heterogeneities as fingerprints of a backbone structure in Potts models

Ezequiel E. Ferrero, Federico Roma, Sebastian Bustingorry, Pablo M. Gleiser

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Tags: Condensed matter, CUDA, Monte Carlo simulation, Numerical simulation, nVidia, nVidia GeForce GTX 480, Package, Physics, Statistical Mechanics

September 12, 2012 by hgpu

Tutoring LLM into a Better CUDA Optimizer

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Kernel Library for LLM Serving

Compiler and Runtime Systems for Generative AI Models

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

See all packages

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high performance computing on graphics processing units: hgpu.org

Applications

Towards accelerating Smoothed Particle Hydrodynamics simulations for free-surface flows on multi-GPU clusters

GPU-based infrared thermography for NDE of minefields

Nonperturbative Quantum Field Theory in Astrophysics

Lattice QCD based on OpenCL

GPU Acceleration of Image Convolution using Spatially-varying Kernel

GPU Accelerated Lambert Solution Methods for the Orbital Targeting Problem

GPU in Physics Computation: Case Geant4 Navigation

Charged particles constrained to a curved surface

Gauge fixing using overrelaxation and simulated annealing on GPUs

Quasi-real-time analysis of dynamic near field scattering data using a graphics processing unit

High Performance Computing on Astrophysics with Artificial Intelligence Algorithms

Dynamical heterogeneities as fingerprints of a backbone structure in Potts models

Recent source codes

OpScanner

Atlas CLI: Machine Learning (ML) Lifecycle & Transparency Manager

transformers_tvm: Implementation of Encoder Decoder transformer on TVM

INT v.s. FP: A framework to compare low-bit integer and float-point formats

AutoDock-GPU: AutoDock for GPUs and other accelerators

NCCLX: collective communication framework

Tutoring LLM into a Better CUDA Optimizer

Adaptivity in AdaptiveCpp: Optimizing Performance by Leveraging Runtime Information During JIT-Compilation

Kernel Library for LLM Serving

Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs

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