{"id":66685,"date":"2023-07-26T06:00:07","date_gmt":"2023-07-26T04:00:07","guid":{"rendered":"https:\/\/botland.com.pl\/blog\/pierwszy-uklad-ai-od-meta\/"},"modified":"2026-04-08T11:08:45","modified_gmt":"2026-04-08T09:08:45","slug":"prvni-cip-ai-od-spolecnosti-meta","status":"publish","type":"post","link":"https:\/\/botland.cz\/blog\/prvni-cip-ai-od-spolecnosti-meta\/","title":{"rendered":"Prvn\u00ed \u010dip AI od spole\u010dnosti Meta"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u010cas \u010dten\u00ed:<\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">min.<\/span><\/span>\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"66685\" class=\"elementor elementor-66685 elementor-66287\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2fe8de8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2fe8de8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-70e3431\" data-id=\"70e3431\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4773b39 elementor-widget elementor-widget-text-editor\" data-id=\"4773b39\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Jednou z oblast\u00ed informatiky, kter\u00e1 se v posledn\u00edch letech rozv\u00edj\u00ed st\u00e1le rychlej\u0161\u00edm tempem, je <strong>um\u011bl\u00e1 inteligence<\/strong> neboli tzv. <strong>AI<\/strong> (Artificial Intelligence). Toto t\u00e9ma vzbudilo ve ve\u0159ejnosti extr\u00e9mn\u00ed emoce, n\u011bkte\u0159\u00ed pova\u017euj\u00ed um\u011blou inteligenci za hrozbu, kter\u00e1 by v budoucnu mohla p\u0159ipravit mnoho lid\u00ed o pr\u00e1ci, proto\u017ee by automatizovala \u00fakoly, kter\u00e9 v sou\u010dasnosti vykon\u00e1vaj\u00ed lid\u00e9. Pro druhou skupinu je um\u011bl\u00e1 inteligence p\u0159\u00edle\u017eitost\u00ed, jak l\u00e9pe reagovat na p\u0159\u00edpadn\u00e9 krize v budoucnosti nebo jak zlep\u0161it proces v\u00fdvoje nov\u00fdch l\u00e9k\u016f. Bez ohledu na n\u00e1zor je v\u0161ak t\u0159eba souhlasit s t\u00edm, \u017ee k dal\u0161\u00edmu rozvoji um\u011bl\u00e9 inteligence je zapot\u0159eb\u00ed v\u00fdpo\u010detn\u00ed v\u00fdkon. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d31bdd5 elementor-widget elementor-widget-spacer\" data-id=\"d31bdd5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-efcb84b elementor-widget elementor-widget-heading\" data-id=\"efcb84b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Um\u011bl\u00e1 inteligence od spole\u010dnosti Meta<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15e86e4 elementor-widget elementor-widget-text-editor\" data-id=\"15e86e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Tuto skute\u010dnost si dob\u0159e uv\u011bdomuj\u00ed p\u0159edstavenstva velk\u00fdch technologick\u00fdch spole\u010dnost\u00ed. Ji\u017e n\u011bkolik let m\u016f\u017eeme sledovat st\u00e1le v\u00edce pokus\u016f o revoluci na trhu s um\u011blou inteligenc\u00ed, kdy st\u00e1le v\u00edce spole\u010dnost\u00ed vyv\u00edj\u00ed vlastn\u00ed \u010dipy s um\u011blou inteligenc\u00ed. Jednozna\u010dn\u00fdm l\u00eddrem je zde <a href=\"https:\/\/botland.cz\/vyrobce\/316-nvidia\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\"><strong>NVIDIA <\/strong><\/a>jej\u00ed\u017e grafick\u00e9 procesory zalo\u017een\u00e9 na CUDA zvl\u00e1daj\u00ed strojov\u00e9 u\u010den\u00ed a paraleln\u00ed zpracov\u00e1n\u00ed dat velmi dob\u0159e. Krom\u011b toho se na trhu objevily tak\u00e9 <strong>\u010dipy TPU<\/strong> (Tensor Processing Unit) od spole\u010dnosti <strong>Google<\/strong> p\u0159izp\u016fsoben\u00e9 pro zpracov\u00e1n\u00ed tenzor\u016f a procesory od spole\u010dnosti <strong>Sillicon Apple<\/strong>, kter\u00e9 vyu\u017e\u00edvaj\u00ed um\u011blou inteligenci ke zv\u00fd\u0161en\u00ed v\u00fdkonu a energetick\u00e9 \u00fa\u010dinnosti. Dal\u0161\u00ed spole\u010dnost\u00ed, kter\u00e1 se rozhodla nastoupit do vlaku um\u011bl\u00e9 inteligence, je <strong>Meta<\/strong>, kter\u00e1 vlastn\u00ed weby jako <strong>Facebook a Instagram<\/strong>.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d945ca2 elementor-widget elementor-widget-spacer\" data-id=\"d945ca2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9809622 elementor-widget elementor-widget-heading\" data-id=\"9809622\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Co jsou syst\u00e9my Al?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7745fec elementor-widget elementor-widget-text-editor\" data-id=\"7745fec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Procesory instalovan\u00e9 v po\u010d\u00edta\u010d\u00edch a chytr\u00fdch telefonech dnes nab\u00edzej\u00ed nesrovnateln\u011b vy\u0161\u0161\u00ed v\u00fdkon ve srovn\u00e1n\u00ed s \u010dipy pou\u017e\u00edvan\u00fdmi je\u0161t\u011b p\u0159ed n\u011bkolika lety. N\u011bkdo by se mohl pt\u00e1t, pro\u010d se tyto \u010dipy nepou\u017e\u00edvaj\u00ed pro v\u00fdpo\u010dty souvisej\u00edc\u00ed s um\u011blou inteligenc\u00ed? Odpov\u011b\u010f je pom\u011brn\u011b jednoduch\u00e1 &#8211; <strong>b\u011b\u017en\u00e9 procesory si s um\u011blou inteligenc\u00ed d\u00edky sv\u00e9 univerz\u00e1lnosti neporad\u00ed<\/strong>. Tradi\u010dn\u00ed \u010dipy jsou ur\u010deny pro velmi \u0161irokou \u0161k\u00e1lu \u00faloh, umo\u017e\u0148uj\u00ed spou\u0161t\u011bt programy zalo\u017een\u00e9 na um\u011bl\u00e9 inteligenci, ale jejich v\u00fdkon je ve srovn\u00e1n\u00ed se specializovan\u00fdmi \u010dipy pro um\u011blou inteligenci mnohem ni\u017e\u0161\u00ed. Proto st\u00e1le v\u00edce firem vyr\u00e1b\u00ed vlastn\u00ed \u010dipy, zn\u00e1m\u00e9 tak\u00e9 jako <strong>akceler\u00e1tory Al<\/strong>.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-11dac7a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"11dac7a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-bd791e6\" data-id=\"bd791e6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b448c13 elementor-widget elementor-widget-text-editor\" data-id=\"b448c13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>P\u0159evodn\u00edky AI<\/strong> jsou obvykle <strong>jednotliv\u00e9 \u010dipy SoC<\/strong>, uvnit\u0159 nich\u017e najdeme nezbytn\u00e9 prvky pro provoz, jsou navr\u017eeny s ohledem na v\u00fdpo\u010dty souvisej\u00edc\u00ed se um\u011blou inteligenc\u00ed Jsou zalo\u017eeny na jedine\u010dn\u00fdch architektur\u00e1ch optimalizovan\u00fdch pro strojov\u00e9 u\u010den\u00ed, zpracov\u00e1n\u00ed p\u0159irozen\u00e9ho jazyka nebo rozpozn\u00e1v\u00e1n\u00ed obrazu. Uvnit\u0159 \u010dip\u016f Al najdeme komponenty, jako jsou <strong>jednotky pro zpracov\u00e1n\u00ed tenzor\u016f<\/strong> (ang. tensor processing units,TPU), <strong>jednotky pro hlubok\u00e9 u\u010den\u00ed<\/strong> (ang. deep learning units, DLU), n<strong>euronov\u00e9 jednotky<\/strong> (ang. neural units) nebo specializovan\u00e9 <strong>bloky pro zpracov\u00e1n\u00ed dat<\/strong>.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-c540b0c\" data-id=\"c540b0c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3362441 elementor-widget elementor-widget-spacer\" data-id=\"3362441\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f845252 elementor-widget elementor-widget-image\" data-id=\"f845252\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"564\" src=\"https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/ai-chip-artificial-intelligence-future-technology-innovation-1024x722.jpg\" class=\"attachment-large size-large wp-image-66306\" alt=\"\" srcset=\"https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/ai-chip-artificial-intelligence-future-technology-innovation-1024x722.jpg 1024w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/ai-chip-artificial-intelligence-future-technology-innovation-300x212.jpg 300w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/ai-chip-artificial-intelligence-future-technology-innovation-768x542.jpg 768w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/ai-chip-artificial-intelligence-future-technology-innovation.jpg 1080w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2d7685 elementor-widget elementor-widget-spacer\" data-id=\"a2d7685\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d06d1c7 elementor-widget elementor-widget-heading\" data-id=\"d06d1c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">MTIA neboli syst\u00e9m AI Meta<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4157b1d elementor-widget elementor-widget-text-editor\" data-id=\"4157b1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Meta Training and Inference Accelerator<\/strong>, zkr\u00e1cen\u011b <strong>MTIA<\/strong>, je prvn\u00ed vlastn\u00ed \u010dip pro um\u011blou inteligenci, kter\u00fd spole\u010dnost Meta p\u0159edstavila pro v\u00fdpo\u010dty souvisej\u00edc\u00ed s um\u011blou inteligenc\u00ed. Algoritmy pou\u017e\u00edvan\u00e9 platformami soci\u00e1ln\u00edch m\u00e9di\u00ed t\u00e9to americk\u00e9 spole\u010dnosti ji\u017e n\u011bjakou dobu vyu\u017e\u00edvaj\u00ed v\u00fdhod um\u011bl\u00e9 inteligence. Generov\u00e1n\u00ed personalizovan\u00fdch reklam i feedu, tj. obsahu, kter\u00fd se u\u017eivateli zobrazuje, je podporov\u00e1no um\u011blou inteligenc\u00ed. P\u0159evodn\u00edk MTIA byl vyvinut pr\u00e1v\u011b pro podporu t\u011bchto proces\u016f.<\/p>\n<p>Doposud se ve v\u00fdpo\u010detn\u00edch st\u0159edisc\u00edch Metropolitn\u00ed univerzity pou\u017e\u00edvaly p\u0159edev\u0161\u00edm grafick\u00e9 procesory, kter\u00e9 v\u0161ak nebyly optim\u00e1ln\u00edm \u0159e\u0161en\u00edm pro v\u00fdpo\u010det doporu\u010den\u00ed, tedy v\u00fd\u0161e zm\u00edn\u011bn\u00e9ho obsahu zobrazovan\u00e9ho u\u017eivateli. Konstrukt\u00e9\u0159i spole\u010dnosti Meta si to uv\u011bdomili, a proto navrhli plnohodnotn\u00fd <strong>\u010dip ASCI AI<\/strong> jako sou\u010d\u00e1st \u0159e\u0161en\u00ed <strong>full-stack<\/strong>, co\u017e je p\u0159\u00edstup, kdy jsou software i k\u0159em\u00edkov\u00fd p\u0159evodn\u00edk navr\u017eeny spole\u010dn\u011b, aby se maximalizoval v\u00fdkon. Tento zp\u016fsob navrhov\u00e1n\u00ed hardwaru zn\u00e1me od spole\u010dnosti <strong>Apple<\/strong>, kde se hardware a software vyv\u00edjej\u00ed tak, aby pracovaly v uzav\u0159en\u00e9m syst\u00e9mu a celkov\u00fd v\u00fdkon syst\u00e9mu byl co nejlep\u0161\u00ed.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8d5734 elementor-widget elementor-widget-image\" data-id=\"f8d5734\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/07\/1.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"1\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NjYyOTAsInVybCI6Imh0dHBzOlwvXC9ib3RsYW5kLmN6XC9ibG9nXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIzXC8wN1wvMS5qcGcifQ%3D%3D\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"510\" src=\"https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/1.jpg\" class=\"attachment-large size-large wp-image-66290\" alt=\"\" srcset=\"https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/1.jpg 1004w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/1-300x191.jpg 300w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/1-768x490.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Zdroj: https:\/\/www.youtube.com\/watch?v=kO4a75fKDF4<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8aaf40c elementor-widget elementor-widget-spacer\" data-id=\"8aaf40c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d828b6 elementor-widget elementor-widget-text-editor\" data-id=\"7d828b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>P\u0159evodn\u00edk MTIA<\/strong> je vyr\u00e1b\u011bn na <strong>7nm<\/strong> (nanometrov\u00e9m) technologick\u00e9m procesu tchajwanskou spole\u010dnost\u00ed <strong>TSMC<\/strong> a pracuje na frekvenci <strong>800 MHz<\/strong>, co\u017e se nemus\u00ed zd\u00e1t mnoho, ale p\u0159esto nab\u00edz\u00ed v\u00fdkon <strong>102,4 TFLOPS<\/strong> pro v\u00fdpo\u010dty s konstantn\u00edmi \u010d\u00edsly (INT8) a <strong>51,2 TFLOPS<\/strong> pro operace s plovouc\u00ed desetinnou \u010d\u00e1rkou (FP16). Spot\u0159eba energie t\u00e9to konstrukce je pouh\u00fdch <strong>25 W <\/strong>. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4b6707 elementor-widget elementor-widget-image\" data-id=\"e4b6707\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/07\/2.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"2\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NjYyOTQsInVybCI6Imh0dHBzOlwvXC9ib3RsYW5kLmN6XC9ibG9nXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIzXC8wN1wvMi5qcGcifQ%3D%3D\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"499\" src=\"https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/2.jpg\" class=\"attachment-large size-large wp-image-66294\" alt=\"\" srcset=\"https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/2.jpg 905w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/2-300x187.jpg 300w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/2-768x479.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Zdroj: https:\/\/www.youtube.com\/watch?v=kO4a75fKDF4<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f1f9ce elementor-widget elementor-widget-spacer\" data-id=\"6f1f9ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83f613c elementor-widget elementor-widget-text-editor\" data-id=\"83f613c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>MTIA<\/strong> vych\u00e1z\u00ed z osv\u011bd\u010den\u00fdch \u0159e\u0161en\u00ed; stejn\u011b jako \u010dipy jin\u00fdch v\u00fdrobc\u016f je zalo\u017een na m\u0159\u00ed\u017ece \u0161edes\u00e1ti \u010dty\u0159 jader ve struktu\u0159e osm na osm. Tvo\u0159\u00ed pole, v n\u011bm\u017e lze data p\u0159en\u00e1\u0161et p\u0159\u00edmo mezi jednotliv\u00fdmi prvky, co\u017e \u010dipu poskytuje velmi dobr\u00fd v\u00fdkon.<\/p>\n<p>Strukturu pole obklopovalo <strong>\u0161estn\u00e1ct \u0159adi\u010d\u016f LPDDR5<\/strong> ur\u010den\u00fdch pro extern\u00ed pam\u011b\u0165 s maxim\u00e1ln\u00ed kapacitou <strong>64 GB<\/strong>. Krom\u011b toho je \u010dip vybaven <strong>128MB pam\u011bt\u00ed SRAM<\/strong>, ke kter\u00e9 lze p\u0159istupovat mnohem rychleji. Jeho \u00fakolem je ukl\u00e1dat data pot\u0159ebn\u00e1 pro pr\u00e1v\u011b prov\u00e1d\u011bn\u00fd proces. Syst\u00e9m MTIA m\u00e1 tak\u00e9 speci\u00e1ln\u00ed \u0159\u00eddic\u00ed jednotku, kter\u00e1 komunikuje se zbytkem syst\u00e9mu.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a6644e elementor-widget elementor-widget-image\" data-id=\"8a6644e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/07\/3.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"3\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NjYyOTgsInVybCI6Imh0dHBzOlwvXC9ib3RsYW5kLmN6XC9ibG9nXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIzXC8wN1wvMy5qcGcifQ%3D%3D\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"496\" src=\"https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/3.jpg\" class=\"attachment-large size-large wp-image-66298\" alt=\"\" srcset=\"https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/3.jpg 899w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/3-300x186.jpg 300w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/3-768x476.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Zdroj: https:\/\/www.youtube.com\/watch?v=kO4a75fKDF4<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94911d3 elementor-widget elementor-widget-spacer\" data-id=\"94911d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07f0da6 elementor-widget elementor-widget-text-editor\" data-id=\"07f0da6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Z\u00e1kladn\u00edm prvkem syst\u00e9mu <strong>MTIA<\/strong> je struktura zvan\u00e1 Processing Element (<strong>PE<\/strong> ). Je zalo\u017een na <strong>dvou j\u00e1drech RISC-V<\/strong>, kter\u00e1 komunikuj\u00ed po spole\u010dn\u00e9 datov\u00e9 sb\u011brnici. Nejedn\u00e1 se v\u0161ak o obvykl\u00e1 j\u00e1dra RISC-V zn\u00e1m\u00e1 z jin\u00fdch procesor\u016f, Meta je p\u0159izp\u016fsobila pro specifick\u00e9 \u00falohy, jako je n\u00e1soben\u00ed matic, v\u00fdpo\u010dty neline\u00e1rn\u00edch funkc\u00ed a p\u0159enos dat. Tyto struktury jsou podporov\u00e1ny 128KB velmi rychl\u00e9 lok\u00e1ln\u00ed pam\u011bti.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50af9c1 elementor-widget elementor-widget-image\" data-id=\"50af9c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/07\/4.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"4\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NjYzMDIsInVybCI6Imh0dHBzOlwvXC9ib3RsYW5kLmN6XC9ibG9nXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIzXC8wN1wvNC5qcGcifQ%3D%3D\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"494\" src=\"https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/4.jpg\" class=\"attachment-large size-large wp-image-66302\" alt=\"\" srcset=\"https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/4.jpg 892w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/4-300x185.jpg 300w, https:\/\/botland.cz\/blog\/wp-content\/uploads\/2023\/07\/4-768x474.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Zdroj: https:\/\/www.youtube.com\/watch?v=kO4a75fKDF4<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64b5344 elementor-widget elementor-widget-spacer\" data-id=\"64b5344\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8051994 elementor-widget elementor-widget-text-editor\" data-id=\"8051994\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Oproti jin\u00fdm akceler\u00e1tor\u016fm <strong>Al MTIA<\/strong> je zcela neobvykl\u00fd v tom, \u017ee je p\u0159izp\u016fsoben pro dv\u011b f\u00e1ze zpracov\u00e1n\u00ed dat &#8211; <strong>training a inference<\/strong>. <strong>Training<\/strong> je f\u00e1ze, kdy je algoritmus z\u00e1sobov\u00e1n st\u00e1le v\u011bt\u0161\u00edm mno\u017estv\u00edm dat, dokud nefunguje podle o\u010dek\u00e1v\u00e1n\u00ed. Skute\u010dn\u00fdm vyu\u017eit\u00edm neuronov\u00fdch s\u00edt\u00ed je f\u00e1ze <strong>inference<\/strong>, kdy \u010dip reaguje na po\u017eadavky u\u017eivatele. Syst\u00e9my um\u011bl\u00e9 inteligence jsou obvykle optimalizov\u00e1ny pouze pro jednu f\u00e1zi zpracov\u00e1n\u00ed informac\u00ed.<\/p>\n<p>\u010cip AI od spole\u010dnosti Meta m\u00e1 velmi dobr\u00fd v\u00fdkon p\u0159i v\u00fdpo\u010dtech s plovouc\u00ed desetinnou \u010d\u00e1rkou. Nicm\u00e9n\u011b p\u0159i slo\u017eit\u011bj\u0161\u00edch operac\u00edch s neuronov\u00fdmi s\u00edt\u011bmi \u010dip zaost\u00e1v\u00e1 za grafick\u00fdmi procesory. V\u00fdrobce uji\u0161\u0165uje, \u017ee v budouc\u00edch verz\u00edch \u010dipu bude v\u00fdkon v t\u00e9to oblasti zv\u00fd\u0161en.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9ba1f1 elementor-widget elementor-widget-spacer\" data-id=\"f9ba1f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2fefab elementor-widget elementor-widget-heading\" data-id=\"e2fefab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nejen AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b9e7b8 elementor-widget elementor-widget-text-editor\" data-id=\"5b9e7b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Krom\u011b \u010dipu <strong>MTIA<\/strong> spole\u010dnost Meta ned\u00e1vno p\u0159edstavila vlastn\u00ed \u010dip ur\u010den\u00fd pro zpracov\u00e1n\u00ed videa. Podle v\u00fdrobce tr\u00e1v\u00ed v\u011bt\u0161ina u\u017eivatel\u016f soci\u00e1ln\u00edch s\u00edt\u00ed sv\u016fj voln\u00fd \u010das sledov\u00e1n\u00edm film\u016f. Aby spole\u010dnost splnila st\u00e1le rostouc\u00ed po\u017eadavky na kvalitu, mus\u00ed zlep\u0161it sv\u00e1 datov\u00e1 centra. <strong>Meta Scalable Video Processor<\/strong> je \u010dip ur\u010den\u00fd pro efektivn\u011bj\u0161\u00ed kompresi a dekompresi videa zve\u0159ej\u0148ovan\u00e9ho na soci\u00e1ln\u00edch s\u00edt\u00edch.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d23485b elementor-widget elementor-widget-spacer\" data-id=\"d23485b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-454bf54 elementor-widget elementor-widget-heading\" data-id=\"454bf54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Shrnut\u00ed<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-141613d elementor-widget elementor-widget-text-editor\" data-id=\"141613d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Z\u00e1vod s um\u011blou inteligenc\u00ed je v pln\u00e9m proudu a Meta je dal\u0161\u00ed spole\u010dnost\u00ed, kter\u00e1 se do n\u011bj zapojila. Bezpochyby lze \u0159\u00edci, \u017ee vyd\u00e1n\u00ed \u010dipu Al s n\u00e1zvem MTIA je jen za\u010d\u00e1tek. Spole\u010dnost ji\u017e nyn\u00ed oznamuje, \u017ee v budoucnu p\u0159ibudou dal\u0161\u00ed akceler\u00e1tory um\u011bl\u00e9 inteligence, jejich\u017e v\u00fdkon bude daleko vy\u0161\u0161\u00ed ne\u017e v\u00fdkon akceler\u00e1toru Meta Training and Inference.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fe1851 elementor-widget elementor-widget-text-editor\" data-id=\"9fe1851\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Zdroje:<\/p>\n<p>https:\/\/www.zdnet.com\/article\/meta-unveils-first-custom-artificial-intelligence-chip\/<\/p>\n<p>https:\/\/ai.facebook.com\/blog\/meta-training-inference-accelerator-AI-MTIA\/<\/p>\n<p>https:\/\/encord.com\/blog\/meta-ai-chip-mtia-explained\/<\/p>\n<p>https:\/\/www.nvidia.com\/en-us\/data-center\/a100\/<\/p>\n<p><iframe title=\"MTIA: Meta&#039;s First Generation of AI Accelerators\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/kO4a75fKDF4?start=3&feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Jednou z oblast\u00ed informatiky, kter\u00e1 se v posledn\u00edch letech rozv\u00edj\u00ed st\u00e1le rychlej\u0161\u00edm tempem, je um\u011bl\u00e1 inteligence neboli tzv. AI (Artificial Intelligence). Toto t\u00e9ma vzbuzuje ve ve\u0159ejnosti extr\u00e9mn\u00ed emoce &#8211; jedni pova\u017euj\u00ed um\u011blou inteligenci za hrozbu, zat\u00edmco pro druhou skupinu je um\u011bl\u00e1 inteligence p\u0159\u00edle\u017eitost\u00ed, kter\u00e1 umo\u017en\u00ed nap\u0159\u00edklad l\u00e9pe reagovat na p\u0159\u00edpadn\u00e9 krize v budoucnosti.<\/p>\n","protected":false},"author":34,"featured_media":66320,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[561,557],"tags":[],"class_list":["post-66685","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-programovani","category-zajimavosti"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Prvn\u00ed \u010dip AI od spole\u010dnosti Meta - Botland<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/botland.cz\/blog\/prvni-cip-ai-od-spolecnosti-meta\/\" \/>\n<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Prvn\u00ed \u010dip AI od spole\u010dnosti Meta - Botland\" \/>\n<meta property=\"og:description\" content=\"Jednou z oblast\u00ed informatiky, kter\u00e1 se v posledn\u00edch letech rozv\u00edj\u00ed st\u00e1le rychlej\u0161\u00edm tempem, je um\u011bl\u00e1 inteligence neboli tzv. 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