high performance computing on graphics processing units: hgpu.org

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Implicit Adaptive Volume Ray Casting

Rohit Nigam, Surinder Sood

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Tags: 3D Graphics and Realism, Algorithms, Computer science, CUDA, Image generation, nVidia, nVidia GeForce GTX 580

May 19, 2013 by hgpu

Performance Evaluation of CPU-GPU communication Depending on the Characteristic of Co-Located Workloads

Dongyou Seo, Shin-gyu Kim, Hyeonsang Eom, Heon Y. Yeom

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Tags: CUDA, nVidia, nVidia GeForce GTX 580, Performance

May 17, 2013 by hgpu

Gauge fixing in lattice QCD with multi-GPUs

Mario Schrock, Hannes Vogt

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Tags: Algorithms, CUDA, High Energy Physics - Lattice, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 580, nVidia Quadro FX 4000, Package, Physics, QCD, Tesla C2070

May 16, 2013 by hgpu

Blum Blum Shub on the GPU

Mikael Olsson, Niklas Gullberg

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Tags: Algorithms, Computer science, nVidia, nVidia GeForce GTX 580, OpenCL, Pseudo-random number generators, Security, Thesis

May 11, 2013 by hgpu

An Implementation of the Discontinuous Galerkin Method on Graphics Processing Units

Martin Fuhry

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Tags: Computer science, CUDA, Differential equations, nVidia, nVidia GeForce GTX 460, nVidia GeForce GTX 580, Package, Partial differential equations, PDEs, Thesis

May 11, 2013 by hgpu

Parallel Chen-Han (PCH) Algorithm for Discrete Geodesics

Xiang Ying, Shi-Qing Xin, Ying He

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Tags: Algorithms, Computer science, CUDA, Geodesic Distances, Graphics, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 470, nVidia GeForce GTX 580

May 8, 2013 by hgpu

GPU-based Steady-State Solution of the Chemical Master Equation

Marco Maggioni, Tanya Berger-Wolf, Jie Liang

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Tags: Biology, CUDA, Macromolecule, nVidia, nVidia GeForce GTX 580, Probability, Sparse matrix

May 1, 2013 by hgpu

Automatic Compilation for Heterogeneous Architectures with Single Assignment C

Miguel Sousa Diogo

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Tags: Code generation, Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 580, Thesis

April 30, 2013 by hgpu

Using High Performance Computing for Optimizing Credit Risk Calculation

Mark Joselli, Jose Ricardo Silva Junior, Marcelo Zamith, Esteban Clua, Eduardo Soluri

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Tags: Computational finance, CUDA, Finance, nVidia, nVidia GeForce GTX 580

April 26, 2013 by hgpu

Faster Upper Body Pose Estimation and Recognition Using CUDA

Dane L. Brown, Mehrdad Ghaziasgar, James Connan

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Tags: Algorithms, Computer vision, CUDA, Image processing, nVidia, nVidia GeForce GTX 580

April 25, 2013 by hgpu

Computer Simulation of Saturn’s Ring Structure

Cole Kendrick

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Tags: Astrophysics, ATI, ATI Radeon HD 5850, Gravitation, MPI, N-body simulation, nVidia, nVidia GeForce GTX 580, OpenCL, Package, Tesla S2050

April 21, 2013 by hgpu

Supporting Iteration in a Heterogeneous Data Flow Engine

Jon Currey, Simon Baker, Christopher J. Rossbach

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Tags: Algorithms, Computer science, Computer vision, DirectCompute, Heterogeneous systems, MapReduce, nVidia, nVidia GeForce GTX 580, Optical flow

April 18, 2013 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

Implicit Adaptive Volume Ray Casting

Performance Evaluation of CPU-GPU communication Depending on the Characteristic of Co-Located Workloads

Gauge fixing in lattice QCD with multi-GPUs

Blum Blum Shub on the GPU

An Implementation of the Discontinuous Galerkin Method on Graphics Processing Units

Parallel Chen-Han (PCH) Algorithm for Discrete Geodesics

GPU-based Steady-State Solution of the Chemical Master Equation

Automatic Compilation for Heterogeneous Architectures with Single Assignment C

Using High Performance Computing for Optimizing Credit Risk Calculation

Faster Upper Body Pose Estimation and Recognition Using CUDA

Computer Simulation of Saturn’s Ring Structure

Supporting Iteration in a Heterogeneous Data Flow Engine

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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