high performance computing on graphics processing units: hgpu.org

Applications

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Scaling CUDA for Distributed Heterogeneous Processors

Siu Kwan Lam

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Tags: Computer science, CUDA, Heterogeneous systems, Memory model, MPI, nVidia, Package, PTX, Python, Thesis

July 20, 2012 by hgpu

Projectile Monte-Carlo Trajectory Analysis Using a Graphics Processing Unit

Mark Ilg, Jonathan Rogers, Mark Costello

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Tags: CUDA, Earth and Space Sciences, Monte Carlo simulation, nVidia, Tesla C1060

July 20, 2012 by hgpu

GPU-Accelerated Point-Based Color Bleeding

Ryan Daniel Schmitt

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Tags: Algorithms, ATI, ATI Radeon HD 5970, Computer science, Heterogeneous systems, OpenGL, Rasterization, Thesis

July 20, 2012 by hgpu

In Search of Self-Organization

Dustin Lockhart Arendt

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Tags: Cellular automata, Computer science, nVidia, nVidia GeForce 9600 GT, OpenCL, Thesis

July 18, 2012 by hgpu

Offloading Critical Security Operations to the GPU

Frank Yi-Fei Wang

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Tags: Computer science, CUDA, nVidia, Security, Thesis

July 18, 2012 by hgpu

Robust GPGPU plugin development for RapidMiner

Andor Kovacs, Zoltan Prekopcsak

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Tags: Algorithms, Computer science, CUDA, Data mining, Nearest neighbour, nVidia, nVidia GeForce GTX 480

July 18, 2012 by hgpu

Temporal Blending for Adaptive SPH

Jens Orthmann, Andreas Kolb

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Tags: 3D Graphics and Realism, Fluid dynamics, Fluid simulation, nVidia, nVidia GeForce GTX 580, Particle simulation

July 18, 2012 by hgpu

Fluid Simulation on Surfaces in the GPU

Leonardo Carvalho, Maria Andrade, Luiz Velho

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Tags: Algorithms, CUDA, Fluid dynamics, Fluid simulation, Navier-Stokes equations, NSEs, nVidia, nVidia GeForce GTX 470

July 18, 2012 by hgpu

CuNesl: Compiling Nested Data-Parallel Languages for SIMT Architectures

Yongpeng Zhang, Frank Mueller

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Tags: Computer science, CUDA, Data parallelism, nVidia, nVidia GeForce GTX 480

July 17, 2012 by hgpu

Interactively Simulating Fluid based on SPH and CUDA

Yige Tang, Zhongke Wu, Mingquan Zhou

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Tags: Computer science, CUDA, Fluid simulation, GLSL, nVidia, nVidia GeForce GTX 570, OpenGL

July 17, 2012 by hgpu

CUSIMANN: An optimized simulated annealing software for GPUs

Ana Maria Ferreiro Ferreiro, Jose Antonio Garcia Rodriguez, Jose German Lopez Salas, Carlos Vazquez Cendon

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Tags: Algorithms, Computer science, CUDA, nVidia, Optimization, Package

July 17, 2012 by hgpu

Scalable Molecular Dynamics Simulation Using FPGAs and Multicore Processors

Ashfaquzzaman Khan

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Tags: Chemistry, FPGA, Molecular dynamics, nVidia, Review, Thesis

July 17, 2012 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

Applications

Scaling CUDA for Distributed Heterogeneous Processors

Projectile Monte-Carlo Trajectory Analysis Using a Graphics Processing Unit

GPU-Accelerated Point-Based Color Bleeding

In Search of Self-Organization

Offloading Critical Security Operations to the GPU

Robust GPGPU plugin development for RapidMiner

Temporal Blending for Adaptive SPH

Fluid Simulation on Surfaces in the GPU

CuNesl: Compiling Nested Data-Parallel Languages for SIMT Architectures

Interactively Simulating Fluid based on SPH and CUDA

CUSIMANN: An optimized simulated annealing software for GPUs

Scalable Molecular Dynamics Simulation Using FPGAs and Multicore Processors

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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