{"id":175432,"date":"2023-11-05T10:24:55","date_gmt":"2023-11-05T16:24:55","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/11\/new-techniques-efficiently-accelerate-sparse-tensors-for-massive-ai-models"},"modified":"2023-11-05T10:24:55","modified_gmt":"2023-11-05T16:24:55","slug":"new-techniques-efficiently-accelerate-sparse-tensors-for-massive-ai-models","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/11\/new-techniques-efficiently-accelerate-sparse-tensors-for-massive-ai-models","title":{"rendered":"New techniques efficiently accelerate sparse tensors for massive AI models"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/new-techniques-efficiently-accelerate-sparse-tensors-for-massive-ai-models.jpg\"><\/a><\/p>\n<p>New computational techniques, \u201cHighLight\u201d and \u201cTailors and Swiftiles,\u201d could dramatically boost the speed and performance of high-performance computing applications like graph analytics or generative AI. The work, from MIT and NIVIDIA, aims to accelerate sparse tensors for AI models by introducing more efficient and flexible ways to take advantage of sparsity.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>New computational techniques, \u201cHighLight\u201d and \u201cTailors and Swiftiles,\u201d could dramatically boost the speed and performance of high-performance computing applications like graph analytics or generative AI. The work, from MIT and NIVIDIA, aims to accelerate sparse tensors for AI models by introducing more efficient and flexible ways to take advantage of sparsity.<\/p>\n","protected":false},"author":359,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-175432","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/175432","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\/359"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=175432"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/175432\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=175432"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=175432"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=175432"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}