{"id":7713,"date":"2026-06-19T07:26:45","date_gmt":"2026-06-19T05:26:45","guid":{"rendered":"https:\/\/viva.racunalniske-novice.com\/razvijalec-odklenil-applov-m4-cip\/"},"modified":"2026-06-19T07:26:45","modified_gmt":"2026-06-19T05:26:45","slug":"razvijalec-odklenil-applov-m4-cip","status":"publish","type":"post","link":"https:\/\/viva.racunalniske-novice.com\/hr\/programer-otkljucao-appleov-m4-cip\/","title":{"rendered":"Programer otklju\u010dao Appleov M4 \u010dip"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Appleovi M4 procesori imaju zna\u010dajnu ra\u010dunalnu snagu za AI operacije, ali tehnolo\u0161ki div tradicionalno dr\u017ei svoje komponente pod strogom kontrolom. U praksi to zna\u010di da programeri aplikacija mogu koristiti Neural Engine samo za zaklju\u010divanje ili pokretanje prethodno obu\u010denih modela, ali ne mogu izravno razvijati i trenirati nove algoritme na njemu od nule.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Istra\u017eiva\u010d koji se koristi online pseudonimom &quot;0x0SojalSec&quot; objavio je izvorni kod na GitHubu koji detaljno opisuje kako iskoristiti puni potencijal silicija i posti\u0107i 15,8 TFLOPS-a skrivene ra\u010dunalne snage za potrebe strojnog u\u010denja. Iako taj broj danas nije rekordan, podvig je izvanredan jer je izveden u potpunosti izvan slu\u017ebenog Appleovog razvojnog okru\u017eenja.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Budu\u0107i da sigurnosne postavke tvrtke ne dopu\u0161taju izravnu komunikaciju s neuronskim mehanizmom za tako napredne zadatke, autor projekta morao je prona\u0107i na\u010din bez kori\u0161tenja slu\u017ebenih softverskih alata poput CoreML-a ili Metala, a tako\u0111er se nije mogao osloniti na GPU. Umjesto toga, izgradio je vlastiti me\u0111ujezik od nule. Ovo prilago\u0111eno softversko rje\u0161enje djeluje kao most, omogu\u0107uju\u0107i potpuno povratno \u0161irenje pogre\u0161aka i u\u010denje modela transformatora izravno na neuronskom \u010dipu.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Zbog tvorni\u010dki ograni\u010denog dizajna hardvera, morali su se primijeniti neki izuzetno domi\u0161ljati trikovi kako bi se odr\u017eala stabilnost operativnog sustava. Ako se proces zaglavi ili zamrzne tijekom faze intenzivnog u\u010denja, prilago\u0111eni programski jezik koristi posebnu naredbu za ponovno pokretanje procesa. Na taj na\u010din sustav osvje\u017eava svoje trenutno stanje i nastavlja s obradom podataka bez uzrokovanja ru\u0161enja cijele aplikacije.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Zna\u010dajan izazov u pokretanju tako zahtjevnih optere\u0107enja bila je i brzina rada. Kako bi cijeli proces u\u010denja tekao \u0161to glatkije, programer je konfigurirao sustav da sve podatke zapisuje izravno u radnu memoriju sustava. Namjernim izbjegavanjem znatno sporije flash memorije, cijela operacija ostala je izuzetno brza.<\/p>","protected":false},"excerpt":{"rendered":"<p>Procesorji Apple M4 skrivajo precej\u0161en ra\u010dunalni\u0161ki potencial za operacije z umetno inteligenco, vendar tehnolo\u0161ki velikan svoje komponente tradicionalno dr\u017ei pod strogim nadzorom. V praksi to pomeni, da lahko ustvarjalci programov nevronsko enoto (Neural Engine) uporabljajo samo za sklepanje oziroma poganjanje \u017ee nau\u010denih modelov, ne morejo pa na njej neposredno razvijati in od za\u010detka trenirati novih [&hellip;]<\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[36],"tags":[698],"class_list":["post-7713","post","type-post","status-publish","format-standard","hentry","category-procesorji","tag-racunalniski-procesorji"],"acf":{"subtitle":"","heading":"","summary":"Raziskovalec je z lastnim vmesnim jezikom zaob\u0161el platformi CoreML in Metal ter na \u010dipu M4 odklenil 15,8 TFLOPS mo\u010di. Projekt dokazuje, da lahko nevronski motor na napravah Apple neposredno trenira nove modele umetne inteligence skozi sistemski RAM.","thumbnail_small":"https:\/\/racunalniske-novice.com\/wp-content\/uploads\/2026\/06\/Apple-M4-chip-badge-240507_big.jpg.large_-560x315.jpg","thumbnail_large":"https:\/\/racunalniske-novice.com\/wp-content\/uploads\/2026\/06\/Apple-M4-chip-badge-240507_big.jpg.large_.jpg","thumbnail_caption":"","gallery":"","video_gallery":null,"author":"","links":null,"sources":[{"title":"notebookcheck","url":"https:\/\/www.notebookcheck.net\/Developer-bypasses-Apple-s-restrictions-to-unlock-the-M4-s-true-AI-potential.1323683.0.html"}],"skip_language":[]},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Razvijalec odklenil Applov \u010dip M4 - Ra\u010dunalni\u0161ke novice<\/title>\n<meta name=\"description\" content=\"Raziskovalec je z lastnim vmesnim jezikom zaob\u0161el platformi CoreML in Metal ter na \u010dipu M4 odklenil 15,8 TFLOPS mo\u010di. Projekt dokazuje, da lahko nevronski motor na napravah Apple neposredno trenira no\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/viva.racunalniske-novice.com\/hr\/wp-json\/wp\/v2\/posts\/7713\" \/>\n<meta property=\"og:locale\" content=\"hr_HR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Razvijalec odklenil Applov \u010dip M4 - Ra\u010dunalni\u0161ke novice\" \/>\n<meta property=\"og:description\" content=\"Procesorji Apple M4 skrivajo precej\u0161en ra\u010dunalni\u0161ki potencial za operacije z umetno inteligenco, vendar tehnolo\u0161ki velikan svoje komponente tradicionalno dr\u017ei pod strogim nadzorom. V praksi to pomeni, da lahko ustvarjalci programov nevronsko enoto (Neural Engine) uporabljajo samo za sklepanje oziroma poganjanje \u017ee nau\u010denih modelov, ne morejo pa na njej neposredno razvijati in od za\u010detka trenirati novih [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/viva.racunalniske-novice.com\/hr\/programer-otkljucao-appleov-m4-cip\/\" \/>\n<meta property=\"og:site_name\" content=\"Ra\u010dunalni\u0161ke novice\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-19T05:26:45+00:00\" \/>\n<meta name=\"author\" content=\"sinusiks\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisao\/la\" \/>\n\t<meta name=\"twitter:data1\" content=\"sinusiks\" \/>\n\t<meta name=\"twitter:label2\" content=\"Procijenjeno vrijeme \u010ditanja\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/viva.racunalniske-novice.com\/razvijalec-odklenil-applov-m4-cip\/\",\"url\":\"https:\/\/viva.racunalniske-novice.com\/razvijalec-odklenil-applov-m4-cip\/\",\"name\":\"Razvijalec odklenil Applov \u010dip M4 - Ra\u010dunalni\u0161ke novice\",\"isPartOf\":{\"@id\":\"https:\/\/viva.racunalniske-novice.com\/en\/#website\"},\"datePublished\":\"2026-06-19T05:26:45+00:00\",\"dateModified\":\"2026-06-19T05:26:45+00:00\",\"author\":{\"@id\":\"https:\/\/viva.racunalniske-novice.com\/en\/#\/schema\/person\/afb62e36efa34516d50249517e4cdbb4\"},\"breadcrumb\":{\"@id\":\"https:\/\/viva.racunalniske-novice.com\/razvijalec-odklenil-applov-m4-cip\/#breadcrumb\"},\"inLanguage\":\"hr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/viva.racunalniske-novice.com\/razvijalec-odklenil-applov-m4-cip\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/viva.racunalniske-novice.com\/razvijalec-odklenil-applov-m4-cip\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/viva.racunalniske-novice.com\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Razvijalec odklenil Applov \u010dip M4\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/viva.racunalniske-novice.com\/en\/#website\",\"url\":\"https:\/\/viva.racunalniske-novice.com\/en\/\",\"name\":\"Ra\u010dunalni\u0161ke novice\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/viva.racunalniske-novice.com\/en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"hr\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/viva.racunalniske-novice.com\/en\/#\/schema\/person\/afb62e36efa34516d50249517e4cdbb4\",\"name\":\"sinusiks\",\"sameAs\":[\"https:\/\/ml.racunalniske-novice.com\"],\"url\":\"https:\/\/viva.racunalniske-novice.com\/hr\/author\/sinusiks\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Razvijalec odklenil Applov \u010dip M4 - Ra\u010dunalni\u0161ke novice","description":"Raziskovalec je z lastnim vmesnim jezikom zaob\u0161el platformi CoreML in Metal ter na \u010dipu M4 odklenil 15,8 TFLOPS mo\u010di. Projekt dokazuje, da lahko nevronski motor na napravah Apple neposredno trenira no","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:\/\/viva.racunalniske-novice.com\/hr\/wp-json\/wp\/v2\/posts\/7713","og_locale":"hr_HR","og_type":"article","og_title":"Razvijalec odklenil Applov \u010dip M4 - Ra\u010dunalni\u0161ke novice","og_description":"Procesorji Apple M4 skrivajo precej\u0161en ra\u010dunalni\u0161ki potencial za operacije z umetno inteligenco, vendar tehnolo\u0161ki velikan svoje komponente tradicionalno dr\u017ei pod strogim nadzorom. 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