high performance computing on graphics processing units: hgpu.org

hgpu.org » Matrix multiplication

Small Discrete Fourier Transforms on GPUs

S. Mitra, A. Srinivasan

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Tags: Algorithms, Computer science, CUDA, FFT, Matrix multiplication, nVidia, nVidia GeForce 9800 GTX, Optimization

July 23, 2011 by hgpu

Testing Tesla architecture for scientific computing: The performance of matrix-vector product

Pawel Maciol, Krzysztof Banas

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Tags: Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia, nVidia GeForce 8800 GTX, Performance, Tesla C870

July 10, 2011 by hgpu

Acceleration of Streamed Tensor Contraction Expressions on GPGPU-Based Clusters

Wenjing Ma, Sriram Krishnamoorthy, Oreste Villa, Karol Kowalski

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Tags: Computational chemistry, Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia, Presentation, Tesla C1070, Tesla S1070

July 7, 2011 by hgpu

Auto-tuning Dense Matrix Multiplication for GPGPU with Cache

Xiang Cui, Yifeng Chen, Changyou Zhang, Hong Mei

Tags: Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia, Tesla C2050

June 19, 2011 by hgpu

CUDA Based Fast Implementation of Very Large Matrix Computation

Yinghong Sun, Yuanman Tong

Tags: Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia

June 10, 2011 by hgpu

The Graphics Processor as a Mathematical Coprocessor in MATLAB

Andre Rigland Brodtkorb

Tags: Computer science, Linear Algebra, Matrix multiplication

June 9, 2011 by hgpu

A Study on Parallel Imaging Algorithm of 3D Geological Data

Sun Ya-Hao, Li Zhao-Hui

Tags: Earth and Space Sciences, Image processing, Matrix multiplication, Visualization

June 5, 2011 by hgpu

Three-Dimensional Image Warping on Programmable Graphics Hardware

Zhongding Jiang, Tien-tsin Wong, Hujun Bao

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Tags: ATI, ATI Radeon 9700 Pro, Compression, Image processing, Matrix multiplication, OpenGL, Optical flow, Rendering

April 28, 2011 by hgpu

High Performance Computing via a GPU

Gang Chen, Guobo Li, Songwen Pei, Baifeng Wu

Tags: Algorithms, ATI, Computer science, Matrix multiplication

April 25, 2011 by hgpu

Pretty Good Accuracy in Matrix Multiplication with GPUs

Matthew Badin, Lubomir Bic, Michael Dillencourt, Alexandru Nicolau

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Tags: Computer science, CUDA, Linear Algebra, Matrix multiplication, nVidia, nVidia GeForce GTX 285

April 21, 2011 by hgpu

A performance prediction model for the CUDA GPGPU platform

Kishore Kothapalli, Rishabh Mukherjee, M. Suhail Rehman, Suryakant Patidar, P. J. Narayanan, Kannan Srinathan

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Tags: Computer science, CUDA, Matrix multiplication, nVidia, nVidia GeForce GTX 280, Performance

April 21, 2011 by hgpu

Compressing Floating-Point Number Stream for Numerical Applications

Hisanobu Tomari, Mary Inaba, Kei Hiraki

Tags: Algorithms, Compression, Computer science, FFT, FPGA, Matrix multiplication

April 20, 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

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high performance computing on graphics processing units: hgpu.org

Small Discrete Fourier Transforms on GPUs

Testing Tesla architecture for scientific computing: The performance of matrix-vector product

Acceleration of Streamed Tensor Contraction Expressions on GPGPU-Based Clusters

Auto-tuning Dense Matrix Multiplication for GPGPU with Cache

CUDA Based Fast Implementation of Very Large Matrix Computation

The Graphics Processor as a Mathematical Coprocessor in MATLAB

A Study on Parallel Imaging Algorithm of 3D Geological Data

Three-Dimensional Image Warping on Programmable Graphics Hardware

High Performance Computing via a GPU

Pretty Good Accuracy in Matrix Multiplication with GPUs

A performance prediction model for the CUDA GPGPU platform

Compressing Floating-Point Number Stream for Numerical Applications

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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