high performance computing on graphics processing units: hgpu.org

Applications

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Porting to the Intel Xeon Phi: Opportunities and Challenges

C. Rosales

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Tags: Benchmarking, Computer science, CUDA, Heterogeneous systems, Intel Phi, MPI, nVidia, Optimization, Performance

September 15, 2013 by hgpu

Quine-McCluskey algorithm on GPGPU

Vladimir Siladi, Tomas Filo

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Tags: Algorithms, Computer science, CUDA, nVidia, nVidia GeForce 9800 GT, nVidia GeForce GT 550 Ti

September 15, 2013 by hgpu

A Novel CPU/GPU Simulation Environment for Large-Scale Biologically-Realistic Neural Modeling

Roger V. Hoang, Devyani Tanna, Laurence C. Jayet Bray, Sergiu M. Dascalu, Frederick C. Harris Jr.

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Tags: Biology, CUDA, Neural networks, Neuroscience, nVidia, nVidia GeForce GTX 460, nVidia GeForce GTX 480, nVidia GeForce GTX 680, Package, Tesla C2050

September 14, 2013 by hgpu

GPU-based Parallel Reservoir Simulators

Zhangxin Chen, Hui Liu, Song Yu, Ben Hsieh, Lei Shao

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Tags: Computer science, CUDA, Factorization, nVidia, Tesla C2070, Tesla K20

September 14, 2013 by hgpu

A GPU-based Affine and Scale Invariant Feature Transform Algorithm

Guofeng Tong, Xiangnan Meng, Ning Ye

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Tags: Algorithms, Computer science, Computer vision, CUDA, Interactive application, nVidia, nVidia GeForce GTX 560 Ti

September 14, 2013 by hgpu

A GPU Accelerated BiConjugate Gradient Stabilized Solver for Speeding-up Large Scale Model Evaluation

Alexandru Voicu

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Tags: ATI, ATI Radeon HD 7970, Finance, OpenCL

September 14, 2013 by hgpu

Efficient CUDA polynomial preconditioned Conjugate Gradient solver for Finite Element computation of elasticity problems

Jianfei Zhang, Lei Zhang

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Tags: Algorithms, Computer science, Conjugate gradient solver, CUDA, Mixed precision, nVidia, nVidia GeForce GT 430, Sparse matrix

September 14, 2013 by hgpu

FuzzyGPU: a fuzzy arithmetic library for GPU

David Defour, Manuel Marin

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Tags: Computer science, CUDA, nVidia, nVidia GeForce GTX 480, nVidia GeForce GTX 680, Package

September 13, 2013 by hgpu

Increasing GPU Throughput using Kernel Interleaved Thread Block Scheduling

Mihir Awatramani, Joseph Zambreno, Diane Rover

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Tags: Computer science, CUDA, GPGPU-sim, nVidia, Performance

September 13, 2013 by hgpu

An Interface for Halo Exchange Pattern

Mauro Bianco

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Tags: Computer science, CUDA, nVidia, Partial differential equations, PDEs, Tesla K20, Tesla M2090

September 13, 2013 by hgpu

Exploring Multiple Dimensions of Parallelism in Junction Tree Message Passing

Lu Zheng, Ole J. Mengshoel

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Tags: Artificial intelligence, Computer science, CUDA, Data mining, nVidia, nVidia GeForce GTX 460

September 13, 2013 by hgpu

Recent progress and challenges in exploiting graphics processors in computational fluid dynamics

Kyle E Niemeyer, Chih-Jen Sung

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Tags: Algorithms, Computational Physics, CUDA, Fluid dynamics, Lattice Boltzmann model, Navier-Stokes equations, NSEs, nVidia, OpenACC, Package, Review, Tesla C2075

September 13, 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

Applications

Porting to the Intel Xeon Phi: Opportunities and Challenges

Quine-McCluskey algorithm on GPGPU

A Novel CPU/GPU Simulation Environment for Large-Scale Biologically-Realistic Neural Modeling

GPU-based Parallel Reservoir Simulators

A GPU-based Affine and Scale Invariant Feature Transform Algorithm

A GPU Accelerated BiConjugate Gradient Stabilized Solver for Speeding-up Large Scale Model Evaluation

Efficient CUDA polynomial preconditioned Conjugate Gradient solver for Finite Element computation of elasticity problems

FuzzyGPU: a fuzzy arithmetic library for GPU

Increasing GPU Throughput using Kernel Interleaved Thread Block Scheduling

An Interface for Halo Exchange Pattern

Exploring Multiple Dimensions of Parallelism in Junction Tree Message Passing

Recent progress and challenges in exploiting graphics processors in computational fluid dynamics

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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