{"_id":"YzND5LCMRojMiNc3m","bibbaseid":"coleman-kang-narayanan-nardi-zhao-zhang-bailis-olukotun-etal-analysisofdawnbenchatimetoaccuracymachinelearningperformancebenchmark-2018","downloads":0,"creationDate":"2018-12-16T08:06:57.304Z","title":"Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark","author_short":["Coleman, C.","Kang, D.","Narayanan, D.","Nardi, L.","Zhao, T.","Zhang, J.","Bailis, P.","Olukotun, K.","Ré, C.","Zaharia, M."],"year":2018,"bibtype":"article","biburl":"https://dblp.org/pid/36/2133.bib","bibdata":{"bibtype":"article","type":"article","author":[{"firstnames":["Cody"],"propositions":[],"lastnames":["Coleman"],"suffixes":[]},{"firstnames":["Daniel"],"propositions":[],"lastnames":["Kang"],"suffixes":[]},{"firstnames":["Deepak"],"propositions":[],"lastnames":["Narayanan"],"suffixes":[]},{"firstnames":["Luigi"],"propositions":[],"lastnames":["Nardi"],"suffixes":[]},{"firstnames":["Tian"],"propositions":[],"lastnames":["Zhao"],"suffixes":[]},{"firstnames":["Jian"],"propositions":[],"lastnames":["Zhang"],"suffixes":[]},{"firstnames":["Peter"],"propositions":[],"lastnames":["Bailis"],"suffixes":[]},{"firstnames":["Kunle"],"propositions":[],"lastnames":["Olukotun"],"suffixes":[]},{"firstnames":["Christopher"],"propositions":[],"lastnames":["Ré"],"suffixes":[]},{"firstnames":["Matei"],"propositions":[],"lastnames":["Zaharia"],"suffixes":[]}],"title":"Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark","journal":"CoRR","volume":"abs/1806.01427","year":"2018","url":"http://arxiv.org/abs/1806.01427","archiveprefix":"arXiv","eprint":"1806.01427","timestamp":"Mon, 13 Aug 2018 01:00:00 +0200","biburl":"https://dblp.org/rec/bib/journals/corr/abs-1806-01427","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@article{DBLP:journals/corr/abs-1806-01427,\n author = {Cody Coleman and\n Daniel Kang and\n Deepak Narayanan and\n Luigi Nardi and\n Tian Zhao and\n Jian Zhang and\n Peter Bailis and\n Kunle Olukotun and\n Christopher R{\\'{e}} and\n Matei Zaharia},\n title = {Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance\n Benchmark},\n journal = {CoRR},\n volume = {abs/1806.01427},\n year = {2018},\n url = {http://arxiv.org/abs/1806.01427},\n archivePrefix = {arXiv},\n eprint = {1806.01427},\n timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},\n biburl = {https://dblp.org/rec/bib/journals/corr/abs-1806-01427},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Coleman, C.","Kang, D.","Narayanan, D.","Nardi, L.","Zhao, T.","Zhang, J.","Bailis, P.","Olukotun, K.","Ré, C.","Zaharia, M."],"key":"DBLP:journals/corr/abs-1806-01427","id":"DBLP:journals/corr/abs-1806-01427","bibbaseid":"coleman-kang-narayanan-nardi-zhao-zhang-bailis-olukotun-etal-analysisofdawnbenchatimetoaccuracymachinelearningperformancebenchmark-2018","role":"author","urls":{"Paper":"http://arxiv.org/abs/1806.01427"},"downloads":0},"search_terms":["analysis","dawnbench","time","accuracy","machine","learning","performance","benchmark","coleman","kang","narayanan","nardi","zhao","zhang","bailis","olukotun","ré","zaharia"],"keywords":[],"authorIDs":[],"dataSources":["idtkP3aKSaZA7MabE"]}