T. Krishna, Hyoukjun Kwon, A. Parashar, Michael Pellauer, A. Samajdar
{"title":"Data Orchestration in Deep Learning Accelerators","authors":"T. Krishna, Hyoukjun Kwon, A. Parashar, Michael Pellauer, A. Samajdar","doi":"10.2200/s01015ed1v01y202005cac052","DOIUrl":null,"url":null,"abstract":"Abstract This Synthesis Lecture focuses on techniques for efficient data orchestration within DNN accelerators. The End of Moore's Law, coupled with the increasing growth in deep learning and other...","PeriodicalId":22115,"journal":{"name":"Synthesis Lectures on Computer Architecture","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2020-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Synthesis Lectures on Computer Architecture","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2200/s01015ed1v01y202005cac052","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Abstract This Synthesis Lecture focuses on techniques for efficient data orchestration within DNN accelerators. The End of Moore's Law, coupled with the increasing growth in deep learning and other...