{"id":144103,"date":"2025-10-04T11:12:05","date_gmt":"2025-10-04T09:12:05","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/vypusk-zluda-5-universalnoj-otkrytoj-realizaczii-tehnologii-cuda"},"modified":"2025-10-04T11:12:05","modified_gmt":"2025-10-04T09:12:05","slug":"vypusk-zluda-5-universalnoj-otkrytoj-realizaczii-tehnologii-cuda","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/news\/vypusk-zluda-5-universalnoj-otkrytoj-realizaczii-tehnologii-cuda","title":{"rendered":"ZLUDA 5, universaalse avatud CUDA tehnoloogia rakenduse v\u00e4ljaanne","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Andrzej Janik esitles ZLUDA 5, avatud rakendust CUDA tehnoloogiale. Projekti eesm\u00e4rk on v\u00f5imaldada t\u00f6\u00f6tada muutmata CUDA rakendustel GPU-dega, mis ei ole NVIDIA, pakkudes j\u00f5udlust, mis on l\u00e4hedane rakenduste j\u00f5udlusele, mida t\u00e4idetakse ilma kihtideta. Projekti kood on kirjutatud keeles Rust ja levitatakse litsentside MIT ja Apache 2.0 alusel.       <\/p>\n<p>ZLUDA 5 on teine \u200b\u200boluline projekti v\u00e4ljaanne, mis on loodud p\u00e4rast koodibaasi puhastamist Andrzeji t\u00f6\u00f6 k\u00e4igus AMD-s arendatud koodist. Alates 2022. aastast t\u00f6\u00f6tas Andrzej AMD-s, et luua kiht, mis toetab AMD GPU-de \u00fchilduvust CUDA-ga, kuid 2024. aastal projekt l\u00f5petati. Vastavalt lepingu tingimustele ja p\u00e4rast AMD esindaja avaldust lubada avaldamist avas Andrzej oma soovituste koodi, mis loodi tema t\u00f6\u00f6 ajal AMD-s ja mis v\u00f5imaldab CUDA rakendusi k\u00e4itada ROCm kihi ja HIP (Heterogeneous-computing Interface for Portability) runtime'i kohal.     <\/p>\n<p>Eelmisel aastal pidi Andrzej avatud juurdep\u00e4\u00e4su sulgema p\u00e4rast advokaatide kirja, mis selgitas, et e-posti vahetuses antud luba ei ole juriidiliselt siduv. P\u00e4rast seda hakkas Andrzej t\u00f6\u00f6tama ZLUDA uue v\u00e4ljaande kallal, mis p\u00f5hineb koodibaasil, mis eksisteeris enne tema t\u00f6\u00f6 algust AMD-s. K\u00e4esolevas vormis on arendus keskendunud rakenduste k\u00e4itamisele, mis kasutavad CUDA-d masin\u00f5ppega seotud \u00fclesannete kiirendamiseks. Projekti hetkejaoks on piiratud t\u00f6\u00f6tamine AMD GPU-del, kuid tulevikus kohandatakse see ka Intel GPU-dele.       <\/p>\n<p>Uue v\u00e4ljaande p\u00f5hieesm\u00e4rgid:  <\/p>\n<ul>\n<li class=\"l\"> Kasutusele on v\u00f5etud esialgne tugi llm.c, Llama.cpp ja PyTorch raamistike k\u00e4itamiseks ZLUDA kohal, et t\u00f6\u00f6tada suuremate keelemudelitega, kasutades CUDA optimeerimisi, mis on rakendatud NVIDIA GPU-dele.\n<li class=\"l\"> K\u00e4ivitati esialgne tugi rakenduste k\u00e4itamiseks, mis kasutavad j\u00f5udluse parandamiseks raamatukogusid cuBLAS, cuBLASLt ja nvml.\n<li class=\"l\"> Lisatud on zluda_trace kiht rakenduste j\u00e4lgimiseks, mis kasutavad CUDA-d. zluda_trace abil on v\u00f5imalik diagnoosida probleeme ja tuvastada ZLUDA puudusi, mis takistavad rakenduse normaalset t\u00e4itmist.\n<li class=\"l\"> Esitati k\u00e4sure\u017eiimi utiliit zoc (ZLUDA offline kompilaator), mis v\u00f5imaldab kompileerida NVIDIA PTX-i k\u00e4ske AMD RDNA vahevormiks (varem oli see funktsionaalsus saadaval teekide funktsioonidena).\n<li class=\"l\"> PTX moodulite laadijas on rakendatud GPU s\u00fcdamike t\u00e4itmise mehaanika vahem\u00e4lu. Vahem\u00e4lu aitab v\u00e4ltida korduvaid ressursimahukaid PTX (Paralleelne Thread Execution) k\u00e4su kompileerimise operatsioone masinkoodiks antud GPU jaoks.<br \/>\n<br \/>Allikas: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=63997\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0410\u043d\u0434\u0436\u0435\u0439 \u042f\u043d\u0438\u043a (Andrzej Janik) \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b \u0432\u044b\u043f\u0443\u0441\u043a ZLUDA 5, \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0439 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 CUDA. \u0426\u0435\u043b\u044c\u044e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u043d\u0435\u043c\u043e\u0434\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 CUDA \u043d\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u0441 GPU, \u043e\u0442\u043b\u0438\u0447\u043d\u044b\u043c\u0438 \u043e\u0442 GPU NVIDIA, \u0441 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c\u044e, \u0431\u043b\u0438\u0437\u043a\u043e\u0439 \u043a \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439, \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u043c\u044b\u0445 \u0431\u0435\u0437 \u043f\u0440\u043e\u0441\u043b\u043e\u0435\u043a. \u041a\u043e\u0434 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 Rust \u0438 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u0435\u0442\u0441\u044f \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u044f\u043c\u0438 MIT \u0438 Apache 2.0. ZLUDA 5 \u0441\u0442\u0430\u043b [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-144103","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0410\u043d\u0434\u0436\u0435\u0439 \u042f\u043d\u0438\u043a (Andrzej Janik) \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b \u0432\u044b\u043f\u0443\u0441\u043a ZLUDA 5, \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u0439 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 CUDA.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" 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