{"id":190334,"date":"2024-05-29T14:25:15","date_gmt":"2024-05-29T19:25:15","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/05\/2bp-2-stage-backpropagation"},"modified":"2024-05-29T14:25:15","modified_gmt":"2024-05-29T19:25:15","slug":"2bp-2-stage-backpropagation","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/05\/2bp-2-stage-backpropagation","title":{"rendered":"2BP: 2-Stage Backpropagation"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/2bp-2-stage-backpropagation2.jpg\"><\/a><\/p>\n<p>2BP<\/p>\n<p>2-Stage Backpropagation.<\/p>\n<p>As Deep Neural Networks (DNNs) grow in size and complexity, they often exceed the memory capacity of a single accelerator, necessitating the sharding of model parameters across multiple accelerators.<\/p>\n<hr>\n<p>Join the discussion on this paper page.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2BP 2-Stage Backpropagation. As Deep Neural Networks (DNNs) grow in size and complexity, they often exceed the memory capacity of a single accelerator, necessitating the sharding of model parameters across multiple accelerators. Join the discussion on this paper page.<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-190334","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/190334","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\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=190334"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/190334\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=190334"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=190334"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=190334"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}