{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"Derin \u00d6\u011frenmede Bellek Se\u00e7enekleri: Performans\u0131 Artt\u0131rman\u0131n Yollar\u0131","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"eJXTZXsEt9\"><a href=\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenmede-bellek-secenekleri-performansi-arttirmanin-yollari\/\">Derin \u00d6\u011frenmede Bellek Se\u00e7enekleri: Performans\u0131 Artt\u0131rman\u0131n Yollar\u0131<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenmede-bellek-secenekleri-performansi-arttirmanin-yollari\/embed\/#?secret=eJXTZXsEt9\" width=\"600\" height=\"338\" title=\"&#8220;Derin \u00d6\u011frenmede Bellek Se\u00e7enekleri: Performans\u0131 Artt\u0131rman\u0131n Yollar\u0131&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"eJXTZXsEt9\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\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<\/script>\n","description":"Derin \u00f6\u011frenme modelleri, \u00f6zellikle b\u00fcy\u00fck veri setleri ile \u00e7al\u0131\u015f\u0131rken, \u00f6nemli miktarda bellek gerektirir. Bu nedenle, bellek y\u00f6netimi, model e\u011fitimi ve \u00e7\u0131kar\u0131m s\u00fcre\u00e7lerinin verimlili\u011fi i\u00e7in kritik bir \u00f6neme sahiptir. Alex Nguyen'in \"Deep Learning Memory Option\" makalesinde ele ald\u0131\u011f\u0131 gibi, farkl\u0131 bellek se\u00e7enekleri ve bunlar\u0131n performans \u00fczerindeki etkilerini incelemek, ba\u015far\u0131l\u0131 bir derin \u00f6\u011frenme projesi i\u00e7in olduk\u00e7a \u00f6nemlidir. Bu makalede, Nguyen'in \u00e7al\u0131\u015fmas\u0131n\u0131 temel alarak, derin \u00f6\u011frenmede bellek y\u00f6netimi stratejilerini ve \u00e7e\u015fitli bellek se\u00e7eneklerini detayl\u0131 bir \u015fekilde ele alaca\u011f\u0131z."}