{"version":"1.0","provider_name":"IMDEA Networks","provider_url":"https:\/\/networks.imdea.org\/es","author_name":"Marta Dorado","author_url":"https:\/\/networks.imdea.org\/es\/author\/marta-doradoimdea-org\/","title":"SGD on Distributed Systems - IMDEA Networks","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"nzJeANMlvh\"><a href=\"https:\/\/networks.imdea.org\/es\/actualidad\/agenda-de-eventos\/sgd-on-distributed-systems\/\">SGD on Distributed Systems<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/networks.imdea.org\/es\/actualidad\/agenda-de-eventos\/sgd-on-distributed-systems\/embed\/#?secret=nzJeANMlvh\" width=\"600\" height=\"338\" title=\"\u00abSGD on Distributed Systems\u00bb \u2014 IMDEA Networks\" data-secret=\"nzJeANMlvh\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# sourceURL=https:\/\/networks.imdea.org\/wp-includes\/js\/wp-embed.min.js\n\/* ]]> *\/\n<\/script>\n","thumbnail_url":"https:\/\/networks.imdea.org\/wp-content\/uploads\/2021\/02\/media-file-deep-learning-1-e1614014375465.png","thumbnail_width":1828,"thumbnail_height":1080,"description":"Deep learning is booming thanks to enormous datasets with very large models, and the widespread availability of supercomputing via GPUs. The key algorithm underlying deep learning revolution is stochastic gradient descent (SGD), which fits large models by exploiting GPU architectures to deliver excellent computational efficiency. However, SGD was not designed to be distributed. To perform..."}