{"id":157425,"date":"2026-02-07T17:12:29","date_gmt":"2026-02-07T15:12:29","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/inicziativa-po-vstraivaniyu-modelej-mashinnogo-obucheniya-v-yadro-linux"},"modified":"2026-02-07T17:12:29","modified_gmt":"2026-02-07T15:12:29","slug":"inicziativa-po-vstraivaniyu-modelej-mashinnogo-obucheniya-v-yadro-linux","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/novosti-interneta\/inicziativa-po-vstraivaniyu-modelej-mashinnogo-obucheniya-v-yadro-linux","title":{"rendered":"Masin\u00f5ppemudelite integreerimise algatus Linuxi tuumasse","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>IBM'i Vjatseslav Dubeyko alustas Linuxi tuumade arendajate meililisti arutelu masin\u00f5ppe mudelite kasutamise \u00fcle tuumas, pakkudes samas testimiseks patchide kogumit, mis sisaldab raamatukogu ML-mudelite tuumaga integreerimiseks ja n\u00e4idisdraiverit, mis kasutab seda raamatukogu.       <\/p>\n<p>ML-mudelite integreerimine tuumaga v\u00f5ib olla kasulik, et kohandada alam-s\u00fcsteemide t\u00f6\u00f6loogikat vastavalt t\u00f6\u00f6deldud andmetele, optimeerida t\u00f6\u00f6d ja muuta konfiguratsiooni s\u00f5ltuvalt s\u00fcsteemide sisemisest seisundist. Masin\u00f5ppe rakendamine, mis suudab avastada mustreid ja teha prognoose ilma algoritmide k\u00e4sitsi rakendamiseta, lihtsustab k\u00f5ige t\u00f5husamate tuumakonfiguratsioonide valimist, arvestades t\u00e4nap\u00e4evaste t\u00f6\u00f6koormuste keerukust ja muutlikkust, samuti aitab lahendada selliseid probleeme nagu andmesalvestuss\u00fcsteemide riketest ennustamine.    <\/p>\n<p>Lisaks mudeli k\u00e4itamiseksha kaalutakse ka ML-mudelite koolitamiseks andmete kogumise t\u00f6\u00f6riistade arendamist, mudelite otse koolitamist ja tulemuste testimist. Kuna ML-mudeli k\u00e4itamiseks on vajalikud ujuvpunktsioonide operatsioonid ja tuumas ei lubata FPU-d otse kasutada, esindab pakutud protot\u00fc\u00fcp vahekihti, mis v\u00f5imaldab erinevate tuuma alams\u00fcsteemide suhtlemist ML-mudelitega, mis k\u00e4ivitatakse kasutajaruumi, sarnaselt SPDK, DPDK ja ublk t\u00f6\u00f6tlejate viimisele kasutajaruumi.    <\/p>\n<p>Mudeli t\u00e4itmise ja koolituse viimine kasutajaruumi lihtsustab hooldust ja isoleerib tuuma selle mudeli v\u00e4l execu\u00e7\u00e3o koodiprobleemidest. Koolitusfaasis v\u00f5ivad tuumadevab ja parameetrid andmed olla n\u00f5utavad k\u00e4itleja poolt kasutajaruumi, samuti edastatavad kihti, mida teostatakse tuumatasandil. Koostisosadevaheliste suhtluste haldamiseks tuumas ja kasutajaruumi kasutatakse sysfs'i. On v\u00f5imalik kohaneda ML-mudeli koolitamisega, kus tuumas\u00fcsteem saab soovituse ML-mudelist, rakendab soovitatud muudatust ja hindab soovituse t\u00f5husust oleku muutmisel.<br \/>\n<br \/>Allikas: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=64755\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412\u044f\u0447\u0435\u0441\u043b\u0430\u0432 \u0414\u0443\u0431\u0435\u0439\u043a\u043e \u0438\u0437 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 IBM \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u043b \u0432 \u0441\u043f\u0438\u0441\u043a\u0435 \u0440\u0430\u0441\u0441\u044b\u043b\u043a\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u044f\u0434\u0440\u0430 Linux \u043e\u0431\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u044f\u0434\u0440\u0435 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u043b \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043d\u0430\u0431\u043e\u0440 \u043f\u0430\u0442\u0447\u0435\u0439 \u0441 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u043e\u0439 \u0434\u043b\u044f \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u0438 ML-\u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0432 \u044f\u0434\u0440\u043e \u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u043c \u0441\u0438\u043c\u0432\u043e\u043b\u044c\u043d\u043e\u0433\u043e \u0434\u0440\u0430\u0439\u0432\u0435\u0440\u0430, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0435\u0433\u043e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0443. \u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f ML-\u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0432 \u044f\u0434\u0440\u043e \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u043d\u043e\u0439 \u0434\u043b\u044f \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u043b\u043e\u0433\u0438\u043a\u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u043f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c \u0441 \u0443\u0447\u0451\u0442\u043e\u043c \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u043c\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-157425","post","type-post","status-publish","format-standard","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=\"\u0412\u044f\u0447\u0435\u0441\u043b\u0430\u0432 \u0414\u0443\u0431\u0435\u0439\u043a\u043e \u0438\u0437 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 IBM \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u043b \u0432 \u0441\u043f\u0438\u0441\u043a\u0435 \u0440\u0430\u0441\u0441\u044b\u043b\u043a\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u044f\u0434\u0440\u0430 Linux \u043e\u0431\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u0435 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