{"id":145376,"date":"2025-10-16T23:11:55","date_gmt":"2025-10-16T21:11:57","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/google-predstavil-coral-npu-otkrytuyu-platformu-dlya-sozdaniya-ai-uskoritelej"},"modified":"2025-10-16T23:11:55","modified_gmt":"2025-10-16T21:11:57","slug":"google-predstavil-coral-npu-otkrytuyu-platformu-dlya-sozdaniya-ai-uskoritelej","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/google-predstavil-coral-npu-otkrytuyu-platformu-dlya-sozdaniya-ai-uskoritelej","title":{"rendered":"Google prezantoi Coral NPU, nj\u00eb platform\u00eb t\u00eb hapur p\u00ebr krijimin e akcelerator\u00ebve AI","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Kompania Google prezantoi platform\u00ebn e hapur Coral NPU (Nj\u00ebsi e P\u00ebpunimit Nervor), e cila ofron nj\u00eb akselerator t\u00eb hapur harduerik p\u00ebr modelet e m\u00ebsimit t\u00eb makinerive dhe mjete programimi p\u00ebr ta p\u00ebrdorur me motor\u00ebt tipik\u00eb AI. Coral mund t\u00eb p\u00ebrdoret si nj\u00eb baz\u00eb p\u00ebr krijimin e sistemeve energji-efikase n\u00eb nj\u00eb \u00e7ip (SoC), t\u00eb p\u00ebrshtatshme p\u00ebr p\u00ebrdorim n\u00eb sistemet e Internetit t\u00eb Gj\u00ebrave, llogaritjeve Edge dhe platformat e mbledhjes s\u00eb t\u00eb dh\u00ebnave nga sensor\u00ebt, si dhe n\u00eb pajisje konsumator\u00ebsh me konsum shum\u00eb t\u00eb ul\u00ebt energjie, si kufje, syze t\u00eb realitetit t\u00eb shtuar dhe or\u00eb inteligjente.    <\/p>\n<p>Coral NPU ka si q\u00ebllim ekzekutimin e aplikacioneve AI q\u00eb funksionojn\u00eb vazhdimisht n\u00eb pajisjet portative me nj\u00eb konsum minimal energjie. Implementimi baz\u00eb i Coral NPU ofron rendiment prej 512 miliard operacioneve n\u00eb sekond\u00eb (GOPS) me vet\u00ebm disa miliwat energji. NPU \u00ebsht\u00eb projektuar p\u00ebr modifikimin fleksib\u00ebl t\u00eb arkitektur\u00ebs n\u00eb var\u00ebsi t\u00eb nevojave t\u00eb prodhuesve t\u00eb SoC. Prodhuesi i par\u00eb q\u00eb do t\u00eb filloj\u00eb prodhimin e \u00e7ipave t\u00eb bazuar n\u00eb Coral NPU do t\u00eb jet\u00eb kompania Synaptics, e cila ka njoftuar nj\u00eb linj\u00eb procesor\u00ebsh p\u00ebr pajisje t\u00eb Internetit t\u00eb Gj\u00ebrave, Astra SL2610, e cila p\u00ebrfshin\u00eb nj\u00eb n\u00ebn-sistem Torq NPU, i realizuar mbi baz\u00ebn e arkitektur\u00ebs Coral NPU.            <\/p>\n<p>Disa aplikacione tipike p\u00ebr Coral NPU p\u00ebrfshijn\u00eb p\u00ebrdorimin e AI p\u00ebr p\u00ebrpunimin e imazheve dhe z\u00ebrit, nd\u00ebrveprimin me p\u00ebrdoruesin dhe mbajtjen e kontekstit. P\u00ebr shembull, n\u00eb pajisje mund t\u00eb ekzekutohen modele t\u00eb m\u00ebdha t\u00eb gjuh\u00ebs dhe aplikacione p\u00ebr njohjen e fytyrave dhe objekteve, k\u00ebrkimin vizual, njohjen e z\u00ebrit, p\u00ebrkthimin n\u00eb koh\u00eb reale, transkriptimin e z\u00ebrit, identifikimin e fjal\u00ebve ky\u00e7e n\u00eb z\u00eb, kontrollin me gjeste dhe komanda zanore, p\u00ebrcaktimin e aktiviteteve t\u00eb p\u00ebrdoruesit (ecje, vrapim, gjum\u00eb) dhe llojin e ambientit (n\u00eb sht\u00ebpi, n\u00eb rrug\u00eb).       <\/p>\n<p>NPU p\u00ebrfshin nj\u00eb arkitektur\u00eb 32-bit t\u00eb setit t\u00eb komandave RISC-V RV32IMF_Zve32x, autobus AXI4, nj\u00eb pipeline me kat\u00ebr faza p\u00ebr p\u00ebrpunimin e komandave me menaxhim t\u00eb renditur, p\u00ebrfundim t\u00eb pa renditur t\u00eb ekzekutimit t\u00eb komandave, menaxhim me kat\u00ebr rrjedha p\u00ebr skalar dhe dy rrjedha p\u00ebr vektorial. Procesori mb\u00ebshtet operacione SIMD p\u00ebr p\u00ebrpunimin e menj\u00ebhersh\u00ebm t\u00eb vektor\u00ebve 128-bit dhe \u00ebsht\u00eb i pajisur me 8 KB memorie ITCM p\u00ebr komandat dhe 32 KB memorie DTCM p\u00ebr t\u00eb dh\u00ebnat.     <center><img decoding=\"async\" alt=\"Google prezantoi Coral NPU, nj\u00eb platform\u00eb t\u00eb hapur p\u00ebr krijimin e akcelerator\u00ebve AI \" src=\"\/wp-content\/uploads\/2025\/10\/beddd87f81c9a7fd544c28f9148e1c88.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <\/p>\n<p>NPU p\u00ebrfshin tre komponent\u00eb procesor\u00eb q\u00eb punojn\u00eb s\u00eb bashku:  <\/p>\n<ul>\n<li class=\"l\"> Nukleu p\u00ebr llogaritje skalar\u00eb \u2014 nj\u00eb front-end i leht\u00eb, i programuesh\u00ebm n\u00eb gjuh\u00ebn C, RISC-V, q\u00eb menaxhon shum\u00ebn e t\u00eb dh\u00ebnave nga b\u00ebrthamat kryesore dhe p\u00ebrdor modelin \u00abp\u00ebrfundim deri n\u00eb p\u00ebrfundim\u00bb (run-to-completion) p\u00ebr t\u00eb siguruar funksionalitetin e CPU-ve tradicionale dhe konsum t\u00eb jasht\u00ebzakonsh\u00ebm t\u00eb energjis\u00eb.\n<li class=\"l\"> Nj\u00eb SIMD koprocessor vektor\u00ebsh, q\u00eb mb\u00ebshtet zgjerimet vektoriale t\u00eb setit t\u00eb komandave RISC-V (RVV v1.0) dhe lejon ekzekutimin simultan t\u00eb shum\u00eb operacioneve mbi sasi t\u00eb m\u00ebdha t\u00eb t\u00eb dh\u00ebnave.\n<li class=\"l\"> Nj\u00eb koprocessor matricor, q\u00eb ekzekuton me efikasitet operacione t\u00eb shumzimit-t\u00eb bashkimit (MAC) dhe i projektuar p\u00ebr t\u00eb p\u00ebrshpejtuar operacionet baz\u00eb t\u00eb rrjet\u00ebve nervor\u00eb.   <\/ul>\n<p>     <center><img decoding=\"async\" alt=\"Google prezantoi Coral NPU, nj\u00eb platform\u00eb t\u00eb hapur p\u00ebr krijimin e akcelerator\u00ebve AI \" src=\"\/wp-content\/uploads\/2025\/10\/5a3195aa62210656469abd10237c3663.png\" style=\"display:block;margin: 0 auto;\" \/><\/center>    <\/p>\n<p>P\u00ebr zhvilluesit e aplikacioneve, \u00ebsht\u00eb p\u00ebrgatitur nj\u00eb grup kompilor\u00ebsh p\u00ebr modelet AI (IREE dhe TFLM), nj\u00eb kompilator p\u00ebr programet n\u00eb gjuh\u00ebn C dhe nj\u00eb simulator. Mb\u00ebshtetet kompilimi i modeleve q\u00eb p\u00ebrdoren n\u00eb aplikacionet AI bazuar n\u00eb strukturat TensorFlow, JAX dhe PyTorch. Modeli kompilohet n\u00eb nj\u00eb p\u00ebrfaq\u00ebsim nd\u00ebrmjet\u00ebs universale, e cila m\u00eb pas transformohet p\u00ebrmes LLVM n\u00eb nj\u00eb set t\u00eb ul\u00ebt t\u00eb komandave RISC-V, i mb\u00ebshtetur n\u00eb Coral NPU.         <center><img decoding=\"async\" alt=\"Google prezantoi Coral NPU, nj\u00eb platform\u00eb t\u00eb hapur p\u00ebr krijimin e akcelerator\u00ebve AI \" src=\"\/wp-content\/uploads\/2025\/10\/6401ed249ad2056b24a34bdb66b00b99.png\" style=\"display:block;margin: 0 auto;\" \/><\/center><br \/>\n<br \/>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=64065\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u0443\u044e \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443 Coral NPU (Neural Processing Unit), \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e\u0449\u0443\u044e \u043e\u0442\u0440\u044b\u0442\u044b\u0439 \u0430\u043f\u043f\u0430\u0440\u0430\u0442\u043d\u044b\u0439 \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u0435\u043b\u044c \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0434\u043b\u044f \u0435\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0441 \u0442\u0438\u043f\u043e\u0432\u044b\u043c\u0438 AI-\u0434\u0432\u0438\u0436\u043a\u0430\u043c\u0438. Coral \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043e\u0441\u043d\u043e\u0432\u044b \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u044d\u043d\u0435\u0440\u0433\u043e\u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u043d\u0430 \u043a\u0440\u0438\u0441\u0442\u0430\u043b\u043b\u0435 (SoC), \u043f\u0440\u0438\u0433\u043e\u0434\u043d\u044b\u0445 \u0434\u043b\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442\u0430 \u0432\u0435\u0449\u0435\u0439, Edge-\u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439 \u0438 \u043f\u043b\u0430\u0442\u0430\u0445 \u0441\u0431\u043e\u0440\u0430 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0441 \u0434\u0430\u0442\u0447\u0438\u043a\u043e\u0432, \u0430 \u0442\u0430\u043a\u0436\u0435 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":145377,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-145376","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Google \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u0443\u044e \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443 Coral NPU (Neural Processing Unit), \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e\u0449\u0443\u044e \u043e\u0442\u0440\u044b\u0442\u044b\u0439 \u0430\u043f\u043f\u0430\u0440\u0430\u0442\u043d\u044b\u0439 \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u0435\u043b\u044c \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0434\u043b\u044f \u0435\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0441 \u0442\u0438\u043f\u043e\u0432\u044b\u043c\u0438 AI-\u0434\u0432\u0438\u0436\u043a\u0430\u043c\u0438. 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