{"id":326,"date":"2024-07-02T16:06:20","date_gmt":"2024-07-02T16:06:20","guid":{"rendered":"https:\/\/biomedbench.epfl.ch\/?p=326"},"modified":"2024-10-23T19:50:31","modified_gmt":"2024-10-23T19:50:31","slug":"bio-bpfree-version-2-online","status":"publish","type":"post","link":"https:\/\/biomedbench.epfl.ch\/index.php\/2024\/07\/02\/bio-bpfree-version-2-online\/","title":{"rendered":"Bio-BPfree version 2 online"},"content":{"rendered":"\n<p>We have uploaded the second version of Bio-BPfree for CNN on-device training. <br>This version includes aggressive optimizations (e.g., loop fusion) and exploits gradient sparsity to avoid performing vector-matrix multiplications in the gradient calculation and reduce dynamic memory footprint.<br>Take a look at the new version on <a href=\"https:\/\/github.com\/esl-epfl\/biomedbench\/tree\/main\/Applications\/BioBPfree\/version_1\" data-type=\"link\" data-id=\"https:\/\/github.com\/esl-epfl\/biomedbench\/tree\/main\/Applications\/BioBPfree\/version_1\">GitHub<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We have uploaded the second version of Bio-BPfree for CNN on-device training. This version includes aggressive optimizations (e.g., loop fusion) and exploits gradient sparsity to avoid performing vector-matrix multiplications in the gradient calculation and reduce dynamic memory footprint.Take a look at the new version on GitHub.<\/p>\n","protected":false},"author":3,"featured_media":327,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[22],"tags":[],"class_list":["post-326","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/posts\/326","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/comments?post=326"}],"version-history":[{"count":1,"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/posts\/326\/revisions"}],"predecessor-version":[{"id":328,"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/posts\/326\/revisions\/328"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/media\/327"}],"wp:attachment":[{"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/media?parent=326"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/categories?post=326"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/biomedbench.epfl.ch\/index.php\/wp-json\/wp\/v2\/tags?post=326"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}