請用此 Handle URI 來引用此文件:
http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/49445
標題: | 用CPU 與GPU 來實現找尋矩陣秩的演算法 Realizations of Rank-Revealing Algorithms on CPU and GPU |
作者: | Yung-Kang Lee 李永康 |
指導教授: | 王偉仲 |
關鍵字: | 矩陣,秩,C++,CUDA,GPU, Matrix,Rank Reveal,C++,CUDA,GPU, |
出版年 : | 2016 |
學位: | 碩士 |
摘要: | Rank is an important characteristic of a matrix. In this thesis, we realize a known efficient rank-revealing algorithm out of MATLAB, into native C++ environment to achieve greater efficiency.
Further more, we utilize the power of GPGPU (General Purpose Graphic Process Unit) to further accelerate the algorithm. The algorithm gained its efficiency due to utilization of basic BLAS routine instead of more expensive LAPACK routine, which translates well to acceleration on GPGPU. |
URI: | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/49445 |
DOI: | 10.6342/NTU201602841 |
全文授權: | 有償授權 |
顯示於系所單位: | 應用數學科學研究所 |
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ntu-105-1.pdf 目前未授權公開取用 | 515.18 kB | Adobe PDF |
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