high performance computing on graphics processing units: hgpu.org

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Improving programmability of heterogeneous many-core systems via explicit platform descriptions

Martin Sandrieser, Siegfried Benkner, Sabri Pllana

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Tags: Code generation, Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 285, nVidia GeForce GTX 480, OpenCL, OpenMP, Presentation

August 22, 2011 by hgpu

A framework for dynamically instrumenting GPU compute applications within GPU Ocelot

Naila Farooqui, Andrew Kerr, Gregory Diamos, S. Yalamanchili, K. Schwan

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Tags: Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, OpenCL, Package, Programming Languages, PTX

August 19, 2011 by hgpu

Real-time rendering and dynamic updating of 3-d volumetric data

Andrew Miller, Vishal Jain, Joseph L. Mundy

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Tags: ATI, ATI Radeon HD 5870, Computer science, nVidia, nVidia GeForce GTX 280, nVidia GeForce GTX 480, OpenCL, Rendering

August 19, 2011 by hgpu

Caracal: dynamic translation of runtime environments for GPUs

Rodrigo Dominguez, Dana Schaa, David Kaeli

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Tags: ATI, ATI CAL, ATI IL, ATI Radeon HD 5870, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, OpenCL, Package, Performance, Programming Languages, PTX

August 19, 2011 by hgpu

Analyzing program flow within a many-kernel OpenCL application

Perhaad Mistry, Chris Gregg, Norman Rubin, David Kaeli, Kim Hazelwood

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Tags: ATI, ATI Radeon HD 5870, Computer science, Computer vision, Heterogeneous systems, nVidia, nVidia GeForce GTX 480, OpenCL, Performance

August 18, 2011 by hgpu

Fast boosting trees for classification, pose detection, and boundary detection on a GPU

Neil Birkbeck, Michal Sofka, S. Kevin Zhou

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Tags: Algorithms, CUDA, Medicine, MRI, nVidia, nVidia GeForce GTX 480, Ultrasound

August 17, 2011 by hgpu

A novel and scalable Multigrid algorithm for many-core architectures

Julian Becerra-Sagredo, Carlos Malaga, Francisco Mandujano

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Tags: Computational Physics, Computer science, CUDA, Numerical Analysis, nVidia, nVidia GeForce 9800 GT, nVidia GeForce GT 310 M, nVidia GeForce GT 330 M, nVidia GeForce GTX 460, nVidia GeForce GTX 480

August 11, 2011 by hgpu

High-Performance Pseudo-Random Number Generation on Graphics Processing Units

Nimalan Nandapalan, Richard P. Brent, Lawrence M. Murray, Alistair Rendell

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Tags: Algorithms, Computer science, CUDA, Number Theory, nVidia, nVidia GeForce GTX 295, nVidia GeForce GTX 480, Pseudo-random number generators

August 3, 2011 by hgpu

GPU accelerated Monte Carlo simulations of lattice spin models

Martin Weigel, Taras Yavors'kii

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Tags: Computational Physics, CUDA, High Energy Physics - Lattice, Monte Carlo simulation, nVidia, nVidia GeForce GTX 480, Package, Physics, Statistical Mechanics, Tesla C1060

July 28, 2011 by hgpu

Large-Scale Physics-Based Terrain Editing Using Adaptive Tiles on the GPU

Juraj Vanek, Bedrich Benes, Adam Herout, Ondrej Stava

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Tags: Algorithms, Computer science, GLSL, nVidia, nVidia GeForce GTX 480, OpenGL, Physics-based simulation, Visualization

July 23, 2011 by hgpu

Importance Point Projection for GPU-based Final Gathering

David Maletz, Rui Wang

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Tags: 3D Graphics and Realism, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Rendering

July 23, 2011 by hgpu

Variable Bit Rate GPU Texture Decompression

M. Olano, D. Baker, W. Griffin, J. Barczak

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Tags: 3D Graphics and Realism, Compression, Computer science, CUDA, nVidia, nVidia GeForce GTX 480

July 23, 2011 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

See all packages

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high performance computing on graphics processing units: hgpu.org

Improving programmability of heterogeneous many-core systems via explicit platform descriptions

A framework for dynamically instrumenting GPU compute applications within GPU Ocelot

Real-time rendering and dynamic updating of 3-d volumetric data

Caracal: dynamic translation of runtime environments for GPUs

Analyzing program flow within a many-kernel OpenCL application

Fast boosting trees for classification, pose detection, and boundary detection on a GPU

A novel and scalable Multigrid algorithm for many-core architectures

High-Performance Pseudo-Random Number Generation on Graphics Processing Units

GPU accelerated Monte Carlo simulations of lattice spin models

Large-Scale Physics-Based Terrain Editing Using Adaptive Tiles on the GPU

Importance Point Projection for GPU-based Final Gathering

Variable Bit Rate GPU Texture Decompression

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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