{"version":"1.0","provider_name":"2020 Summit","provider_url":"https:\/\/embeddedvisionsummit.com\/2020","title":"Getting Efficient DNN Inference Performance: Is It Really About the TOPS? - 2020 Summit","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"NoXwaycaIb\"><a href=\"https:\/\/embeddedvisionsummit.com\/2020\/session\/tops-and-getting-efficient-dnn-inference-performance\/\">Getting Efficient DNN Inference Performance: Is It Really About the TOPS?<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/embeddedvisionsummit.com\/2020\/session\/tops-and-getting-efficient-dnn-inference-performance\/embed\/#?secret=NoXwaycaIb\" width=\"600\" height=\"338\" title=\"&#8220;Getting Efficient DNN Inference Performance: Is It Really About the TOPS?&#8221; &#8212; 2020 Summit\" data-secret=\"NoXwaycaIb\" 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:\/\/embeddedvisionsummit.com\/2020\/wp-includes\/js\/wp-embed.min.js\n\/* ]]> *\/\n<\/script>\n","thumbnail_url":"https:\/\/embeddedvisionsummit.com\/2020\/wp-content\/uploads\/sites\/7\/2020\/06\/SpeakerCard_Brown.jpg","thumbnail_width":1600,"thumbnail_height":837,"description":"In this presentation, we will look at how performance is measured among deep learning inference platforms, starting with the simple peak TOPS metric, why it\u2019s used and why it might be misleading. We will look at compute efficiency as measured [&hellip;]"}