{"id":121352,"date":"2021-04-08T17:24:13","date_gmt":"2021-04-09T00:24:13","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2021\/04\/cpu-algorithm-trains-deep-neural-nets-up-to-15-times-faster-than-top-gpu-trainers"},"modified":"2021-04-08T17:24:13","modified_gmt":"2021-04-09T00:24:13","slug":"cpu-algorithm-trains-deep-neural-nets-up-to-15-times-faster-than-top-gpu-trainers","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2021\/04\/cpu-algorithm-trains-deep-neural-nets-up-to-15-times-faster-than-top-gpu-trainers","title":{"rendered":"CPU algorithm trains deep neural nets up to 15 times faster than top GPU trainers"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/cpu-algorithm-trains-deep-neural-nets-up-to-15-times-faster-than-top-gpu-trainers2.jpg\"><\/a><\/p>\n<p>Rice University computer scientists have demonstrated artificial intelligence (AI) software that runs on commodity processors and trains deep neural networks 15 times faster than platforms based on graphics processors.<\/p>\n<p>\u201cThe cost of training is the actual bottleneck in AI,\u201d said Anshumali Shrivastava, an assistant professor of computer science at Rice\u2019s Brown School of Engineering. \u201cCompanies are spending millions of dollars a week just to train and fine-tune their AI workloads.\u201d<\/p>\n<p>Shrivastava and collaborators from Rice and Intel will present research that addresses that bottleneck April 8 at the machine learning systems conference <a href=\"https:\/\/mlsys.org\/\">MLSys<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Rice University computer scientists have demonstrated artificial intelligence (AI) software that runs on commodity processors and trains deep neural networks 15 times faster than platforms based on graphics processors. \u201cThe cost of training is the actual bottleneck in AI,\u201d said Anshumali Shrivastava, an assistant professor of computer science at Rice\u2019s Brown School of Engineering. \u201cCompanies [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,6,1491],"tags":[],"class_list":["post-121352","post","type-post","status-publish","format-standard","hentry","category-information-science","category-robotics-ai","category-transportation"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/121352","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/427"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=121352"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/121352\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=121352"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=121352"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=121352"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}