SPEEDING UP LARGE SCALE MACHINE LEARNING ALGORITMS USING GPGPU

Islam Ahmed Hamed Elgarhy;

Abstract


This chapter provides a description for the datasets, the hardware platforms and the experiments that we carried out to run both versions of SVM in MPI-CUDA and Tensorflow. Finally it highlight our experimental results and how they are compared to others sequential and parallel implementations.


Other data

Title SPEEDING UP LARGE SCALE MACHINE LEARNING ALGORITMS USING GPGPU
Other Titles تسريع أداء خوارزميات تعلم الآلة باستخدام كروت الشاشة عالية الأداء متعددة الاستخدام
Authors Islam Ahmed Hamed Elgarhy
Issue Date 2019

Attached Files

File SizeFormat
CC3838.pdf843.37 kBAdobe PDFView/Open
Recommend this item

Similar Items from Core Recommender Database

Google ScholarTM

Check

views 8 in Shams Scholar
downloads 1 in Shams Scholar


Items in Ain Shams Scholar are protected by copyright, with all rights reserved, unless otherwise indicated.