C. Brossollet, Alessandro Cappelli, I. Carron, Charidimos Chaintoutis, A. Chatelain, L. Daudet, S. Gigan, Daniel Hesslow, F. Krzakala, Julien Launay, Safa Mokaadi, F. Moreau, Kilian Muller, Ruben Ohana, Gustave Pariente, Iacopo Poli, G. L. Tommasone
{"title":"LightOn Optical Processing Unit : Scaling-up AI and HPC with a Non von Neumann co-processor","authors":"C. Brossollet, Alessandro Cappelli, I. Carron, Charidimos Chaintoutis, A. Chatelain, L. Daudet, S. Gigan, Daniel Hesslow, F. Krzakala, Julien Launay, Safa Mokaadi, F. Moreau, Kilian Muller, Ruben Ohana, Gustave Pariente, Iacopo Poli, G. L. Tommasone","doi":"10.1109/HCS52781.2021.9567166","DOIUrl":null,"url":null,"abstract":"Beyond pure Von Neumann processing Scalability of AI / HPC models is limited by the Von Neumann bottleneck for accessing massive amounts of memory, driving up power consumption.","PeriodicalId":246531,"journal":{"name":"2021 IEEE Hot Chips 33 Symposium (HCS)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE Hot Chips 33 Symposium (HCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/HCS52781.2021.9567166","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
Abstract
Beyond pure Von Neumann processing Scalability of AI / HPC models is limited by the Von Neumann bottleneck for accessing massive amounts of memory, driving up power consumption.