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High-Order Discontinuous Galerkin Methods by GPU Metaprogramming

Andreas Klockner, Timothy Warburton, Jan S. Hesthaven

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Tags: CUDA, Differential equations, Mathematics, nVidia, nVidia GeForce GTX 280, Python, Tesla T10

October 5, 2011 by hgpu

Real-time, accurate depth of field using anisotropic diffusion and programmable graphics cards

Marcelo Bertalmio, Pere Fort, Daniel Sanchez-Crespo

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Tags: 3D Graphics and Realism, Algorithms, Computer science, Differential equations, nVidia, nVidia GeForce FX 5950 Ultra, Partial differential equations, PDEs, Rendering

September 1, 2011 by hgpu

Potential contribution of CNN-based solving of stiff ODEs and PDEs to enabling real-time Computational Engineering

J.C. Chedjou, K. Kyamakya, U.A. Khan, M.A. Latif

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Tags: Cellular neural networks, CNN, Computational Engineering, Computer science, Differential equations, DSP, FPGA, Maxwell's equations, Neural networks, ODEs, Optimization, Ordinary differential equations, Partial differential equations, PDEs

August 2, 2011 by hgpu

Accelerated Root Finding for Computational Finance

Mark J. Bennett

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Tags: Algorithms, Computational finance, Differential equations, Finance, Stochastic simulation

February 21, 2011 by hgpu

GPU computing with Kaczmarz’s and other iterative algorithms for linear systems

Joseph M. Elble, Nikolaos V. Sahinidis, Panagiotis Vouzis

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Tags: CUDA, Differential equations, Fluid dynamics, Linear Algebra, nVidia, Tesla C870

November 22, 2010 by hgpu

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

Profile Util library: A quick and easy way to get MPI, OpenMP and GPU runtime information

MaC: Mamba CPU performance predictor

MambaCPU: Enhanced Correlation Mining with State Space Models for CPU Performance Prediction

Mixed-precision finite element kernels

Mixed-precision finite element kernels and assembly: Rounding error analysis and hardware acceleration

SHMT: The Simultaneous and Heterogenous Multithreading project

General-Purpose Computing on Tensor Processors

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

Online Energy Optimization in GPUs: A Multi-Armed Bandit Approach

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high performance computing on graphics processing units: hgpu.org

High-Order Discontinuous Galerkin Methods by GPU Metaprogramming

Real-time, accurate depth of field using anisotropic diffusion and programmable graphics cards

Potential contribution of CNN-based solving of stiff ODEs and PDEs to enabling real-time Computational Engineering

Accelerated Root Finding for Computational Finance

GPU computing with Kaczmarz’s and other iterative algorithms for linear systems

Recent source codes

Kokkidio: Kokkos+Eigen - write fast, readable multi-platform code

LLaMA-Inference-Bench

MATAR

Over-synchronization in GPU Programs

profile_util: simple C++ library to report memory, timing, thread affinity

MaC: Mamba CPU performance predictor

Mixed-precision finite element kernels

SHMT: The Simultaneous and Heterogenous Multithreading project

Superpipeline: A Universal Approach for Reducing GPU Memory Usage in Large Models

EnergyUCB-Bandit

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