Shoichi HIRASAWA


A Machine Learning-Based Approach for Selecting SpMV Kernels and Matrix Storage Formats
Hang CUI Shoichi HIRASAWA Hiroaki KOBAYASHI Hiroyuki TAKIZAWA 
Publication:   
Publication Date: 2018/09/01
Vol. E101-D  No. 9  pp. 2307-2314
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
SpMVcode selectiondeep learningconvolutional neural network
 Summary | Full Text:PDF(749.4KB)

A Light-Weight Rollback Mechanism for Testing Kernel Variants in Auto-Tuning
Shoichi HIRASAWA Hiroyuki TAKIZAWA Hiroaki KOBAYASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/12/01
Vol. E98-D  No. 12  pp. 2178-2186
Type of Manuscript:  Special Section PAPER (Special Section on Parallel and Distributed Computing and Networking)
Category: Software
Keyword: 
auto-tuningrollbackcacheearly termination
 Summary | Full Text:PDF(656.3KB)