high performance computing on graphics processing units: hgpu.org

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hgpu.org » Applications » Computer science

A New Compilation Path: From Python/NumPy to OpenCL

Xunhao Li, Rahul Garg, Jose Nelson Amaral

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Tags: ATI, ATI Radeon HD 5850, Benchmarking, Code generation, Compilers, Computer science, nVidia, nVidia GeForce GTX 260, OpenCL, Python

November 26, 2011 by hgpu

Symbolic Differentiation in GPU Shaders

Brian Guenter, John Rapp, Mark Finch

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Tags: Algorithms, ATI, ATI Radeon HD 5870, Computer science, DirectX, HLSL, Symbolic Computation

November 26, 2011 by hgpu

A framework for network traffic analysis using GPUs

Marc Sune Clos

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

November 26, 2011 by hgpu

Fast Hydraulic and Thermal Erosion on GPU

Balazs Jako, Balazs Toth

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Tags: 3D Graphics and Realism, ATI, ATI Radeon HD 3650, ATI Radeon HD 4870, Visualization

November 26, 2011 by hgpu

A Short Note on Gaussian Process Modeling for Large Datasets using Graphics Processing Units

Mark Franey, Pritam Ranjan, Hugh Chipman

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Tags: Computer science, CUDA, Heterogeneous systems, Matrix inversion, nVidia, nVidia GeForce GTX 260, Statistics and Probability

November 26, 2011 by hgpu

High performance system for the Interactive rendering of a 3D Model into MPEG-4

A. Joshi, S. Ismail, L. S. Ng, A. Taqa

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Tags: Computer science, CUDA, GPU cluster, nVidia, OpenGL, Rendering, Video encoding

November 26, 2011 by hgpu

Partitioned Memory Parallel Programming Framework

Tarun Beri, Sorav Bansal, Subodh Kumar

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Tags: Computer science, Memory, nVidia, Performance, Tesla C1060

November 26, 2011 by hgpu

Parallel GMRES implementation for solving sparse linear systems on GPU clusters

Jacques M. Bahi, Raphael Couturier, Lilia Ziane Khodja

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Tags: Algorithms, Computer science, CUDA, GPU cluster, nVidia, Sparse matrix, Tesla C1060

November 25, 2011 by hgpu

Fastplay: A Parallelization Model and Implementation of SMC on CUDA Based GPU Cluster Architecture

Shi Pu, Pu Duan, Jyh-Charn Liu

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Tags: Algorithms, Computer science, CUDA, GPU cluster, nVidia, Security, Tesla C870

November 25, 2011 by hgpu

Fast hough transform on GPUs: exploration of algorithm trade-offs

Gert-Jan van den Braak, Cedric Nugteren, Bart Mesman, Henk Corporaal

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Tags: Algorithms, Computer science, Computer vision, CUDA, nVidia, nVidia GeForce GTX 470

November 25, 2011 by hgpu

Decryption-decompression of AES protected ZIP files on GPUs

Tan Nhat Duong, Phong Hong Pham, Duc Huu Nguyen, Thuy Thanh Nguyen, Hung Duc Le

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Tags: AES, Algorithms, Compression, Computer science, CUDA, nVidia, nVidia GeForce GTX 295, Security

November 25, 2011 by hgpu

Heterogeneous Computing and Load Balancing Techniques for Monte Carlo Simulation in a Distributed Environment

Isha Sanjay Deshpande

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Tags: Computer science, CUDA, GPU cluster, Heterogeneous systems, Monte Carlo simulation, nVidia, nVidia Quadro FX 5600, Thesis

November 25, 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

Applications

A New Compilation Path: From Python/NumPy to OpenCL

Symbolic Differentiation in GPU Shaders

A framework for network traffic analysis using GPUs

Fast Hydraulic and Thermal Erosion on GPU

A Short Note on Gaussian Process Modeling for Large Datasets using Graphics Processing Units

High performance system for the Interactive rendering of a 3D Model into MPEG-4

Partitioned Memory Parallel Programming Framework

Parallel GMRES implementation for solving sparse linear systems on GPU clusters

Fastplay: A Parallelization Model and Implementation of SMC on CUDA Based GPU Cluster Architecture

Fast hough transform on GPUs: exploration of algorithm trade-offs

Decryption-decompression of AES protected ZIP files on GPUs

Heterogeneous Computing and Load Balancing Techniques for Monte Carlo Simulation in a Distributed Environment

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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