{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T05:52:25Z","timestamp":1773294745213,"version":"3.50.1"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,9,19]],"date-time":"2022-09-19T00:00:00Z","timestamp":1663545600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,9,19]],"date-time":"2022-09-19T00:00:00Z","timestamp":1663545600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,9,19]]},"DOI":"10.1109\/hpec55821.2022.9926296","type":"proceedings-article","created":{"date-parts":[[2022,11,4]],"date-time":"2022-11-04T01:40:48Z","timestamp":1667526048000},"page":"1-8","source":"Crossref","is-referenced-by-count":27,"title":["Trends in Energy Estimates for Computing in AI\/Machine Learning Accelerators, Supercomputers, and Compute-Intensive Applications"],"prefix":"10.1109","author":[{"given":"Sadasivan","family":"Shankar","sequence":"first","affiliation":[{"name":"SLAC National Laboratory,Menlo Park,CA"}]},{"given":"Albert","family":"Reuther","sequence":"additional","affiliation":[{"name":"MIT Lincoln Laboratory Supercomputing Center (LLSC),Lexington,MA,USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41524-019-0221-0"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMp1606181"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41582-020-0377-8"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1126\/science.aaa8685"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2020.2975764"},{"key":"ref6","volume-title":"Pattern Recognition and Machine Learning","author":"Bishop","year":"2006"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511973000"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41573-019-0024-5"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3282307"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2020.01.007"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC49654.2021.9622867"},{"key":"ref13","article-title":"Rethinking co-design of neural architectures and hardware accelerators","author":"Zhou","year":"2021","journal-title":"arXiv preprint"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC49654.2021.9622865"},{"key":"ref15","volume-title":"59th edition of the TOP500","year":"2022"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.1476"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.2172\/1089988"},{"key":"ref18","article-title":"An Academic\u2019s Attempt to Clear the Fog of the Machine Learning Accelerator War","author":"Rogers","year":"2021","journal-title":"ACM, SIGARCH"},{"key":"ref19","author":"Sevilla","year":"2021","journal-title":"Parameter counts in Machine Learning: Public dataset and analysis of the evolution of parameter counts in Machine Learning"},{"key":"ref20","author":"Hoffmann","year":"2022","journal-title":"Training Compute-Optimal Large Language Models"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN55064.2022.9891914"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1355"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3531146.3533234"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/d41586-022-01983-7"},{"key":"ref25","article-title":"Semiconductor Research Corporation","year":"2021","journal-title":"Decadal Plan for Semiconductors"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2022.3148714"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-022-00481-9"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCC.2003.1234194"}],"event":{"name":"2022 IEEE High Performance Extreme Computing Conference (HPEC)","location":"Waltham, MA, USA","start":{"date-parts":[[2022,9,19]]},"end":{"date-parts":[[2022,9,23]]}},"container-title":["2022 IEEE High Performance Extreme Computing Conference (HPEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9926284\/9926287\/09926296.pdf?arnumber=9926296","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,24]],"date-time":"2024-01-24T06:17:43Z","timestamp":1706077063000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9926296\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,19]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/hpec55821.2022.9926296","relation":{},"subject":[],"published":{"date-parts":[[2022,9,19]]}}}