{"id":2887,"date":"2024-11-04T03:30:10","date_gmt":"2024-11-04T00:30:10","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/"},"modified":"2024-11-04T03:30:10","modified_gmt":"2024-11-04T00:30:10","slug":"pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/","title":{"rendered":"PyTorch&#8217;ta isclose Fonksiyonu: Say\u0131sal Kar\u015f\u0131la\u015ft\u0131rma i\u00e7in G\u00fc\u00e7l\u00fc Bir Ara\u00e7"},"content":{"rendered":"<p>PyTorch&#8217;ta isclose Fonksiyonu: Say\u0131sal Kar\u015f\u0131la\u015ft\u0131rma i\u00e7in G\u00fc\u00e7l\u00fc Bir Ara\u00e7<\/p>\n<p>PyTorch, derin \u00f6\u011frenme ve makine \u00f6\u011frenmesi alanlar\u0131nda yayg\u0131n olarak kullan\u0131lan g\u00fc\u00e7l\u00fc bir k\u00fct\u00fcphanedir. Bu k\u00fct\u00fcphane, say\u0131sal hesaplamalar i\u00e7in bir\u00e7ok yararl\u0131 fonksiyon sunar ve bu fonksiyonlar aras\u0131nda, say\u0131sal kar\u015f\u0131la\u015ft\u0131rma i\u00e7in kullan\u0131lan <code>isclose<\/code> fonksiyonu da yer al\u0131r. Bu makalede, PyTorch&#8217;ta <code>isclose<\/code> fonksiyonunun nas\u0131l kullan\u0131laca\u011f\u0131n\u0131, avantajlar\u0131n\u0131 ve \u00f6rneklerle birlikte a\u00e7\u0131klayaca\u011f\u0131z.<\/p>\n<h2>PyTorch&#8217;ta isclose Fonksiyonunun Kullan\u0131m\u0131<\/h2>\n<p><code>isclose<\/code> fonksiyonu, iki tensor aras\u0131ndaki fark\u0131n belirli bir tolerans s\u0131n\u0131r\u0131n\u0131n alt\u0131nda olup olmad\u0131\u011f\u0131n\u0131 kontrol etmek i\u00e7in kullan\u0131l\u0131r. Bu fonksiyon, iki tensor aras\u0131ndaki fark\u0131n mutlak veya g\u00f6reli olarak k\u00fc\u00e7\u00fck olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in iki parametre al\u0131r: <code>rtol<\/code> ve <code>atol<\/code>.<\/p>\n<p><code>rtol<\/code> (g\u00f6reli tolerans), iki tensor aras\u0131ndaki fark\u0131n, daha b\u00fcy\u00fck tensorun bir kat\u0131 olarak tan\u0131mlanan g\u00f6reli bir tolerans s\u0131n\u0131r\u0131n\u0131 belirler. <code>atol<\/code> (mutlak tolerans) ise iki tensor aras\u0131ndaki fark\u0131n mutlak bir tolerans s\u0131n\u0131r\u0131n\u0131 belirler. <code>isclose<\/code> fonksiyonu, iki tensor aras\u0131ndaki fark\u0131n hem <code>atol<\/code> hem de <code>rtol<\/code> taraf\u0131ndan tan\u0131mlanan tolerans s\u0131n\u0131rlar\u0131n\u0131n alt\u0131nda olmas\u0131n\u0131 gerektirir.<\/p>\n<p><code>isclose<\/code> fonksiyonu, iki tensoru kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in kullan\u0131labilir ve sonucu bir boolean tensor olarak d\u00f6nd\u00fcr\u00fcr. Bu boolean tensor, her eleman\u0131n kar\u015f\u0131la\u015ft\u0131rma sonucunu temsil eder, yani <code>True<\/code> ise elemanlar birbirine yak\u0131n, <code>False<\/code> ise birbirine yak\u0131n de\u011fildir.<\/p>\n<h2>isclose Fonksiyonunun Avantajlar\u0131<\/h2>\n<p><code>isclose<\/code> fonksiyonunu kullanman\u0131n birka\u00e7 avantaj\u0131 vard\u0131r:<\/p>\n<ul>\n<li>Say\u0131sal kar\u015f\u0131la\u015ft\u0131rma i\u00e7in g\u00fcvenilir bir y\u00f6ntem sa\u011flar.<\/li>\n<li>Hesaplama hatalar\u0131 nedeniyle olu\u015fan k\u00fc\u00e7\u00fck farklar\u0131 hesaba katar.<\/li>\n<li>Hem mutlak hem de g\u00f6reli tolerans s\u0131n\u0131rlar\u0131n\u0131 ayarlama olana\u011f\u0131 sunar.<\/li>\n<li>Tensor \u00fczerinde element bazl\u0131 kar\u015f\u0131la\u015ft\u0131rma yapar, bu da b\u00fcy\u00fck veri k\u00fcmeleriyle \u00e7al\u0131\u015f\u0131rken esneklik sa\u011flar.<\/li>\n<\/ul>\n<h2>isclose Fonksiyonunun Kullan\u0131m \u00d6rnekleri<\/h2>\n<p>A\u015fa\u011f\u0131daki \u00f6rnekler <code>isclose<\/code> fonksiyonunun nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/p>\n<p>&#8220;`python<br \/>\nimport torch<\/p>\n<p># \u0130ki tensor olu\u015fturma<br \/>\ntensor1 = torch.tensor([1.0, 2.0, 3.0])<br \/>\ntensor2 = torch.tensor([1.01, 2.02, 3.03])<\/p>\n<p># \u0130ki tensoru isclose fonksiyonu ile kar\u015f\u0131la\u015ft\u0131rma<br \/>\nresult = torch.isclose(tensor1, tensor2, rtol=0.01, atol=0.01)<\/p>\n<p># Sonucu yazd\u0131rma<br \/>\nprint(result)  # Output: tensor([ True, True, True])<\/p>\n<p># Farkl\u0131 tolerans s\u0131n\u0131rlar\u0131n\u0131 kullanma<br \/>\nresult = torch.isclose(tensor1, tensor2, rtol=0.001, atol=0.001)<\/p>\n<p># Sonucu yazd\u0131rma<br \/>\nprint(result)  # Output: tensor([False, False, False])<br \/>\n&#8220;`<\/p>\n<p>Bu \u00f6rnekte, ilk kar\u015f\u0131la\u015ft\u0131rmada, <code>rtol<\/code> ve <code>atol<\/code> de\u011ferleri 0.01 olarak ayarland\u0131. Bu nedenle, her eleman\u0131n fark\u0131 0.01&#8217;in alt\u0131nda oldu\u011fu i\u00e7in <code>isclose<\/code> fonksiyonu <code>True<\/code> de\u011ferlerini d\u00f6nd\u00fcrd\u00fc. \u0130kinci kar\u015f\u0131la\u015ft\u0131rmada, <code>rtol<\/code> ve <code>atol<\/code> de\u011ferleri 0.001 olarak ayarland\u0131. Bu durumda, elemanlar aras\u0131ndaki fark 0.001&#8217;in \u00fczerinde oldu\u011fu i\u00e7in <code>isclose<\/code> fonksiyonu <code>False<\/code> de\u011ferlerini d\u00f6nd\u00fcrd\u00fc.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>PyTorch&#8217;ta <code>isclose<\/code> fonksiyonu, say\u0131sal kar\u015f\u0131la\u015ft\u0131rma i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r. Bu fonksiyon, iki tensor aras\u0131ndaki fark\u0131n belirli bir tolerans s\u0131n\u0131r\u0131n\u0131n alt\u0131nda olup olmad\u0131\u011f\u0131n\u0131 kontrol etmek i\u00e7in kullan\u0131labilir ve bu da derin \u00f6\u011frenme ve makine \u00f6\u011frenmesi uygulamalar\u0131nda b\u00fcy\u00fck fayda sa\u011flar. <code>isclose<\/code> fonksiyonunu kullanarak, say\u0131sal kar\u015f\u0131la\u015ft\u0131rma i\u015flemlerini g\u00fcvenilir ve esnek bir \u015fekilde ger\u00e7ekle\u015ftirebilirsiniz.<\/p>\n<p>Umar\u0131m bu makale, PyTorch&#8217;ta <code>isclose<\/code> fonksiyonunun nas\u0131l kullan\u0131laca\u011f\u0131 hakk\u0131nda bilgi edinmenize yard\u0131mc\u0131 olmu\u015ftur. Daha fazla bilgi i\u00e7in resmi PyTorch dok\u00fcmantasyonuna g\u00f6z atabilirsiniz. <a href=\"https:\/\/pytorch.org\/docs\/stable\/generated\/torch.isclose.html\">https:\/\/pytorch.org\/docs\/stable\/generated\/torch.isclose.html<\/a><\/p>\n<p>Bu konuda herhangi bir sorunuz varsa, <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> web sitemi ziyaret edebilir veya bana ula\u015fabilirsiniz.<\/p>\n<p>#Etiketler<br \/>\nPyTorch, isclose, say\u0131sal kar\u015f\u0131la\u015ft\u0131rma, derin \u00f6\u011frenme, makine \u00f6\u011frenmesi, tolerans, tensor, boolean, rtol, atol, hesaplama hatalar\u0131, PyTorch dok\u00fcmantasyonu.<\/p>\n","protected":false},"excerpt":{"rendered":"PyTorch&#8217;ta isclose Fonksiyonu: Say\u0131sal Kar\u015f\u0131la\u015ft\u0131rma i\u00e7in G\u00fc\u00e7l\u00fc Bir Ara\u00e7 PyTorch, derin \u00f6\u011frenme ve makine \u00f6\u011frenmesi alanlar\u0131nda yayg\u0131n olarak&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-2887","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>PyTorch&#039;ta isclose Fonksiyonu: Say\u0131sal Kar\u015f\u0131la\u015ft\u0131rma i\u00e7in G\u00fc\u00e7l\u00fc Bir Ara\u00e7<\/title>\n<meta name=\"description\" content=\"PyTorch, derin \u00f6\u011frenme ve makine \u00f6\u011frenmesi alanlar\u0131nda yayg\u0131n olarak kullan\u0131lan g\u00fc\u00e7l\u00fc bir k\u00fct\u00fcphanedir. Bu k\u00fct\u00fcphane, say\u0131sal hesaplamalar i\u00e7in bir\u00e7ok yararl\u0131 fonksiyon sunar ve bu fonksiyonlar aras\u0131nda, say\u0131sal kar\u015f\u0131la\u015ft\u0131rma i\u00e7in kullan\u0131lan isclose fonksiyonu da yer al\u0131r. Bu makalede, PyTorch&#039;ta isclose fonksiyonunun nas\u0131l kullan\u0131laca\u011f\u0131n\u0131, avantajlar\u0131n\u0131 ve \u00f6rneklerle birlikte a\u00e7\u0131klayaca\u011f\u0131z.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PyTorch&#039;ta isclose Fonksiyonu: Say\u0131sal Kar\u015f\u0131la\u015ft\u0131rma i\u00e7in G\u00fc\u00e7l\u00fc Bir Ara\u00e7\" \/>\n<meta property=\"og:description\" content=\"PyTorch, derin \u00f6\u011frenme ve makine \u00f6\u011frenmesi alanlar\u0131nda yayg\u0131n olarak kullan\u0131lan g\u00fc\u00e7l\u00fc bir k\u00fct\u00fcphanedir. Bu k\u00fct\u00fcphane, say\u0131sal hesaplamalar i\u00e7in bir\u00e7ok yararl\u0131 fonksiyon sunar ve bu fonksiyonlar aras\u0131nda, say\u0131sal kar\u015f\u0131la\u015ft\u0131rma i\u00e7in kullan\u0131lan isclose fonksiyonu da yer al\u0131r. Bu makalede, PyTorch&#039;ta isclose fonksiyonunun nas\u0131l kullan\u0131laca\u011f\u0131n\u0131, avantajlar\u0131n\u0131 ve \u00f6rneklerle birlikte a\u00e7\u0131klayaca\u011f\u0131z.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2024-11-04T00:30:10+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"PyTorch&#8217;ta isclose Fonksiyonu: Say\u0131sal Kar\u015f\u0131la\u015ft\u0131rma i\u00e7in G\u00fc\u00e7l\u00fc Bir Ara\u00e7\",\"datePublished\":\"2024-11-04T00:30:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/\"},\"wordCount\":641,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/\",\"name\":\"PyTorch'ta isclose Fonksiyonu: Say\u0131sal Kar\u015f\u0131la\u015ft\u0131rma i\u00e7in G\u00fc\u00e7l\u00fc Bir Ara\u00e7\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2024-11-04T00:30:10+00:00\",\"description\":\"PyTorch, derin \u00f6\u011frenme ve makine \u00f6\u011frenmesi alanlar\u0131nda yayg\u0131n olarak kullan\u0131lan g\u00fc\u00e7l\u00fc bir k\u00fct\u00fcphanedir. 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Bu makalede, PyTorch'ta isclose fonksiyonunun nas\u0131l kullan\u0131laca\u011f\u0131n\u0131, avantajlar\u0131n\u0131 ve \u00f6rneklerle birlikte a\u00e7\u0131klayaca\u011f\u0131z.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/pytorchta-isclose-fonksiyonu-sayisal-karsilastirma-icin-guclu-bir-arac\/","og_locale":"tr_TR","og_type":"article","og_title":"PyTorch'ta isclose Fonksiyonu: Say\u0131sal Kar\u015f\u0131la\u015ft\u0131rma i\u00e7in G\u00fc\u00e7l\u00fc Bir Ara\u00e7","og_description":"PyTorch, derin \u00f6\u011frenme ve makine \u00f6\u011frenmesi alanlar\u0131nda yayg\u0131n olarak kullan\u0131lan g\u00fc\u00e7l\u00fc bir k\u00fct\u00fcphanedir. 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