{"id":123923,"date":"2025-05-03T03:05:06","date_gmt":"2025-05-03T01:05:07","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/intel-otkryl-iaprof-instrumentarij-dlya-profilirovaniya-proizvoditelnosti-gpu"},"modified":"2025-05-03T03:05:06","modified_gmt":"2025-05-03T01:05:07","slug":"intel-otkryl-iaprof-instrumentarij-dlya-profilirovaniya-proizvoditelnosti-gpu","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/intel-otkryl-iaprof-instrumentarij-dlya-profilirovaniya-proizvoditelnosti-gpu","title":{"rendered":"Intel hap\u00ebi iaprof, nj\u00eb veg\u00ebl p\u00ebr profilimin e performanc\u00ebs s\u00eb GPU","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Brendan Gregg, nj\u00eb nga zhvilluesit e sistemit t\u00eb debug-imit dinamik DTrace, i cili aktualisht punon n\u00eb Intel dhe zhvillon mjete p\u00ebr analizimin e performanc\u00ebs bazuar n\u00eb eBPF n\u00eb b\u00ebrtham\u00ebn Linux, njoftoi hapjen e kodit burimor t\u00eb vegl\u00ebs iaprof (Grafikat e Flak\u00ebs AI). Vegla ka p\u00ebr q\u00ebllim analizimin e informacionit t\u00eb performanc\u00ebs s\u00eb GPU-ve Intel dhe shfaqjen e saj vizuale. Kodi \u00ebsht\u00eb shkruar n\u00eb gjuh\u00ebn C dhe \u00ebsht\u00eb i hapur n\u00ebn licenc\u00ebn Apache 2.0. <\/p>\n

Platforma t\u00eb ndryshme harduerike mb\u00ebshtesin kartat grafike Intel Arc bazuar n\u00eb mikroarkitektur\u00ebn Battlemage (seria \u00abB\u00bb), GPU p\u00ebr qendrat e t\u00eb dh\u00ebnave t\u00eb seris\u00eb \u00abMax\u00bb dhe karta t\u00eb ndryshme grafike Intel Xe2, p\u00ebrfshir\u00eb ato mbi iGPU Lunar Lake. N\u00eb sistem k\u00ebrkohet t\u00eb ket\u00eb nj\u00eb b\u00ebrthama Linux me drivere t\u00eb fresk\u00ebta p\u00ebr GPU Intel (p\u00ebr Intel Battlemage k\u00ebrkohet b\u00ebrthama 6.15 dhe driveri Xe, nd\u00ebrsa p\u00ebr Intel Max Series mjafton b\u00ebrthama 5.15 dhe driveri i915). B\u00ebrthama Linux duhet t\u00eb jet\u00eb e nd\u00ebrtuar me interfaca specifike p\u00ebr driverat Intel, EU Stall dhe EU Debug. <\/p>\n

N\u00eb profilat e mbledhura pasqyrohen vonesat n\u00eb funksionimin e nj\u00ebsive ekzekutuese (Execution Unit), gjendja e CPU dhe informacioni mbi b\u00ebrthamat GPU. T\u00eb dh\u00ebnat e mbledhura lejojn\u00eb lidhjen e metrikave t\u00eb performanc\u00ebs s\u00eb GPU me kodin q\u00eb ekzekutohet n\u00eb CPU. N\u00eb praktik\u00eb, ky mjet \u00ebsht\u00eb i dobish\u00ebm p\u00ebr analizimin e performanc\u00ebs s\u00eb loj\u00ebrave kompjuterike dhe aplikacioneve AI q\u00eb p\u00ebrdorin aktivisht GPU, duke p\u00ebrputhur ngarkes\u00ebn n\u00eb GPU me ekzekutimin e komponent\u00ebve t\u00eb b\u00ebrtham\u00ebs s\u00eb OS, biblioteka runtime dhe framework-eve AI. <\/p>\n

Rezultatet e profilizimit mund t\u00eb ruhen n\u00eb formatin SVG p\u00ebr analiz\u00eb interaktive n\u00eb shfletues (shembull), duke p\u00ebrdorur diagrame t\u00eb kolorfuara \u00abFlameGraph\u00bb dhe karta \u00abFlameScope\u00bb me sh\u00ebnimin e ngjyrave p\u00ebr vendet problematike. Grafikat jan\u00eb interaktive dhe lejojn\u00eb rritjen e detajeve deri n\u00eb krah\u00ebt e stack-ut dhe instruksionet e ekzekutuara nga GPU, duke shikuar detaje dhe b\u00ebr\u00eb veprime k\u00ebrkimi.

\"Intel<\/center>
\n
Burimi: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u0411\u0440\u0435\u043d\u0434\u0430\u043d \u0413\u0440\u0435\u0433 (Brendan Gregg), \u043e\u0434\u0438\u043d \u0438\u0437 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043e\u0442\u043b\u0430\u0434\u043a\u0438 DTrace, \u043d\u044b\u043d\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0439 \u0432 Intel \u0438 \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u044e\u0449\u0438\u0439 \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0430 \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043d\u0430 \u0431\u0430\u0437\u0435 eBPF \u0432 \u044f\u0434\u0440\u0435 Linux, \u043e\u0431\u044a\u044f\u0432\u0438\u043b \u043e\u0431 \u043e\u0442\u043a\u0440\u044b\u0442\u0438\u0438 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f iaprof (AI Flame Graphs). \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043e \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 GPU Intel \u0438 \u0435\u0451 \u043d\u0430\u0433\u043b\u044f\u0434\u043d\u043e\u0439 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438. \u041a\u043e\u0434 \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 \u0421\u0438 […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":123924,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-123923","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novosti-interneta"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47 Intel hapi iaprof, mjetin p\u00ebr profilimin e performanc\u00ebs s\u00eb GPU-ve | ProHoster","description":"Brendan Gregg, nj\u00eb nga zhvilluesit e sistemit t\u00eb debug-imit dinamik DTrace, i cili aktualisht punon n\u00eb Intel dhe po zhvillon mjete p\u00ebr analiz\u00ebn e performanc\u00ebs bazuar n\u00eb eBPF n\u00eb b\u00ebrtham\u00ebn Linux, shpalli hapjen e kodit t\u00eb mjetit iaprof (Grafik\u00ebt e Flak\u00ebs AI). Ky mjet \u00ebsht\u00eb i destinuar p\u00ebr analizimin e informacionit mbi performanc\u00ebn e GPU-ve Intel dhe p\u00ebr vizualizimin e tij t\u00eb qart\u00eb. Kodi \u00ebsht\u00eb shkruar n\u00eb gjuh\u00ebn C.","canonical_url":"https:\/\/prohoster.info\/sq\/blog\/novosti-interneta\/intel-otkryl-iaprof-instrumentarij-dlya-profilirovaniya-proizvoditelnosti-gpu","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sq_AL","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47Intel \u043e\u0442\u043a\u0440\u044b\u043b iaprof, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0434\u043b\u044f \u043f\u0440\u043e\u0444\u0438\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f 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