{"id":225619,"date":"2025-11-21T21:04:29","date_gmt":"2025-11-22T03:04:29","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/11\/evolution-strategies-at-the-hyperscale"},"modified":"2025-11-21T21:04:29","modified_gmt":"2025-11-22T03:04:29","slug":"evolution-strategies-at-the-hyperscale","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/11\/evolution-strategies-at-the-hyperscale","title":{"rendered":"Evolution Strategies at the Hyperscale"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/evolution-strategies-at-the-hyperscale3.jpg\"><\/a><\/p>\n<p>EGGROLL is a novel optimization algorithm that utilizes low-rank perturbations to significantly enhance the scalability and efficiency of Evolution Strategies for training large neural networks, achieving up to a hundredfold improvement in training throughput while maintaining competitive performance.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>EGGROLL is a novel optimization algorithm that utilizes low-rank perturbations to significantly enhance the scalability and efficiency of Evolution Strategies for training large neural networks, achieving up to a hundredfold improvement in training throughput while maintaining competitive performance.<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,6],"tags":[],"class_list":["post-225619","post","type-post","status-publish","format-standard","hentry","category-information-science","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/225619","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=225619"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/225619\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=225619"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=225619"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=225619"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}