{"id":181858,"date":"2026-06-02T14:48:21","date_gmt":"2026-06-02T12:48:22","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/opublikovan-nbd-vram"},"modified":"2026-06-02T14:48:21","modified_gmt":"2026-06-02T12:48:22","slug":"opublikovan-nbd-vram","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/opublikovan-nbd-vram","title":{"rendered":"NBD-VRAM \u00ebsht\u00eb publikuar","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Projekti i hapur \u00ebsht\u00eb publikuar <strong>NBD-VRAM<\/strong>, i cili lejon p\u00ebrdorimin e nj\u00eb pjese t\u00eb memories video t\u00eb GPU-ve NVIDIA si hap\u00ebsir\u00eb swap n\u00eb Linux. Projekti \u00ebsht\u00eb orientuar kryesisht p\u00ebr laptop\u00ebt me RAM t\u00eb integruar, ku nuk \u00ebsht\u00eb e mundur t\u00eb zgjerohet RAM-i, por n\u00eb t\u00eb nj\u00ebjt\u00ebn koh\u00eb sistemi ka nj\u00eb kart\u00eb grafike diskrete NVIDIA RTX\/GTX me VRAM t\u00eb pashfryt\u00ebzuar. Kodi \u00ebsht\u00eb shkruar n\u00eb C dhe shell, dhe shp\u00ebrndahet n\u00ebn licenc\u00eb <strong>MIT<\/strong>.<\/p>\n<p>Ideja e NBD-VRAM \u00ebsht\u00eb e thjesht\u00eb: n\u00ebse sistemi fillon t\u00eb kalohet n\u00eb swap n\u00eb SSD, mund t\u00eb vendoset para SSD-s\u00eb nj\u00eb shtres\u00eb p\u00ebrmes memories video. Autori jep shembullin e nj\u00eb laptopi me <strong>RTX 3070 Laptop<\/strong>: nga 8 GB VRAM ishin caktuar 7 GB p\u00ebr swap, nd\u00ebrsa n\u00eb total me RAM-in, zram dhe SSD swap sistemi mori rreth 46 GB memorie t\u00eb adresueshme. Rendi i parashikuar i mbushjes \u00ebsht\u00eb si m\u00eb posht\u00eb: s\u00eb pari p\u00ebrdoret RAM-i, pastaj VRAM si swap i shpejt\u00eb, pastaj zram, dhe vet\u00ebm pas k\u00ebsaj SSD.<\/p>\n<p>Teknikisht, NBD-VRAM nuk shton nj\u00eb drejtues t\u00eb ri t\u00eb kernel-it. Nj\u00eb demon i vog\u00ebl rezervon memorjen e kart\u00ebs grafike p\u00ebrmes <strong>CUDA Driver API<\/strong>, pastaj ia jep kernel-it t\u00eb Linux-it si nj\u00eb pajisje blloku p\u00ebrmes <strong>NBD<\/strong> \u2014 Device Bllok Rrjeti \u2014 mbi nj\u00eb socket Unix. Pas lidhjes me nbd-client standard, n\u00eb sistem shfaqet \/dev\/nbdX, e cila mund t\u00eb formohet si nj\u00eb swap i zakonsh\u00ebm p\u00ebrmes mkswap dhe t\u00eb aktivizohet p\u00ebrmes swapon.<\/p>\n<p>Autori n\u00ebnvizon ve\u00e7an\u00ebrisht se ky qasje \u00ebsht\u00eb zgjedhur p\u00ebr shkak t\u00eb kufizimeve t\u00eb kartave grafike t\u00eb konsumator\u00ebve NVIDIA. Nj\u00eb rrug\u00eb m\u00eb e drejtp\u00ebrdrejt\u00eb p\u00ebrmes NVIDIA P2P API n\u00eb GeForce, sipas tij, godet n\u00eb EINVAL, pasi mund\u00ebsit\u00eb e lidhura jan\u00eb n\u00eb fakt t\u00eb disponueshme vet\u00ebm p\u00ebr modelet profesionale dhe serverike. Variantet me adresimin e drejtp\u00ebrdrejt\u00eb n\u00eb BAR1 gjithashtu nuk kan\u00eb funksionuar: ajo q\u00eb \u00ebsht\u00eb e disponueshme \u00ebsht\u00eb vet\u00ebm nj\u00eb zon\u00eb e vog\u00ebl p\u00ebr tregim, dhe leximi nga pjes\u00ebt e tjera kthehet zero. Qasja NBD e anashkalon k\u00ebt\u00eb kufizim, pasi p\u00ebrdor kopjet e zakonshme CUDA cuMemcpyHtoD dhe cuMemcpyDtoH.<\/p>\n<h2>Mund\u00ebsit\u00eb<\/h2>\n<ul>\n<li>\n<p><strong>P\u00ebrdorimi i VRAM si swap i zakonsh\u00ebm Linux.<\/strong> Pas aktivizimit, demoni ofron memorjen e videos si \/dev\/nbd0 ose nj\u00eb tjet\u00ebr pajisje NBD, e cila p\u00ebr kernel-in duket si nj\u00eb pajisje standarde blloku.<\/p>\n<\/li>\n<li>\n<p><strong>Punon pa nj\u00eb modul t\u00eb vetin t\u00eb kernel-it.<\/strong> Projekti nuk k\u00ebrkon t\u00eb shkruaj\u00eb, t\u00eb nd\u00ebrtoj\u00eb dhe t\u00eb mbaj\u00eb nj\u00eb modul t\u00eb ve\u00e7ant\u00eb t\u00eb kernel-it, nuk p\u00ebrdor simbolet e brendshme t\u00eb drejtuesit NVIDIA dhe duhet t\u00eb p\u00ebrballoj\u00eb azhurnimet e kernel-it dhe drejtuesit pa rikonstruim.<\/p>\n<\/li>\n<li>\n<p><strong>Orientimi n\u00eb grafik\u00ebt NVIDIA t\u00eb konsumit.<\/strong> N\u00eb k\u00ebrkesa p\u00ebrfshihen GPU-t\u00eb NVIDIA me mb\u00ebshtetje p\u00ebr CUDA, duke p\u00ebrfshir\u00eb kartat RTX\/GTX p\u00ebr konsumator\u00ebt, ndihm\u00ebsin zyrtar NVIDIA me libcuda.so.1, modulin nbd n\u00eb b\u00ebrtham\u00ebn Linux, nbd-client, gcc dhe make. Toolkit CUDA nuk nevojitet.<\/p>\n<\/li>\n<li>\n<p><strong>Integrimi me systemd.<\/strong> Instalimi p\u00ebrmes install.sh shton sh\u00ebrbimin vram-swap-nbd, i cili mund t\u00eb aktivizohet p\u00ebrmes systemctl; pas instalimit, sh\u00ebrbimi aktivizohet p\u00ebr t\u00eb filluar automatikisht gjat\u00eb ngarkimit.<\/p>\n<\/li>\n<li>\n<p><strong>Konfigurimi i madh\u00ebsis\u00eb dhe prioritetit t\u00eb swap.<\/strong> N\u00eb unit-in systemd, mund t\u00eb p\u00ebrcaktohet VRAM_SETUP_SIZE_MB, q\u00eb \u00ebsht\u00eb kufiri maksimal i VRAM t\u00eb dedikuar, dhe VRAM_SWAP_PRIORITY, q\u00eb \u00ebsht\u00eb prioriteti i pajisjes swap. Sa m\u00eb i lart\u00eb t\u00eb jet\u00eb prioriteti, aq m\u00eb her\u00ebt Linux do t\u00eb p\u00ebrdor\u00eb k\u00ebt\u00eb shtres\u00eb swap.<\/p>\n<\/li>\n<li>\n<p><strong>Automatizimi i reduktimit t\u00eb madh\u00ebsis\u00eb s\u00eb k\u00ebrkuar.<\/strong> N\u00ebse v\u00ebllimi i k\u00ebrkuar i VRAM nuk \u00ebsht\u00eb i disponuesh\u00ebm, demon p\u00ebrpiqet t\u00eb reduktoj\u00eb madh\u00ebsin\u00eb me blloqe t\u00eb 512 MiB, p\u00ebr t\u00eb ndar\u00eb nj\u00eb v\u00ebllim t\u00eb disponuesh\u00ebm, p\u00ebr shembull n\u00ebse pjes\u00eb e memories jan\u00eb tashm\u00eb t\u00eb z\u00ebna nga kompozitori ose sesioni grafik.<\/p>\n<\/li>\n<li>\n<p><strong>Skenar\u00ebt verifikues.<\/strong> N\u00eb depo \u00ebsht\u00eb test-nbd.sh p\u00ebr testin e tymit me shkruarje\/lexim 1 MiB dhe test-fill.sh p\u00ebr testin e lodhjes t\u00eb gjith\u00eb seksionit VRAM.<\/p>\n<\/li>\n<li>\n<p><strong>Performanca e deklaruar \u00ebsht\u00eb rreth 1,3 GB\/s.<\/strong> N\u00eb RTX 3070 Laptop, autori mat nj\u00eb shkruarje t\u00eb vazhdueshme 7 GB me blloqe prej 4 MB n\u00eb nj\u00eb nivel af\u00ebrsisht 1,3 GB\/s.<\/p>\n<\/li>\n<\/ul>\n<h2>Skenar\u00ebt e p\u00ebrdorimit<\/h2>\n<p><strong>Laptop\u00ebt me RAM t\u00eb integruar.<\/strong> Skenari kryesor \u00ebsht\u00eb laptop\u00ebt modern\u00eb, ku 16 ose 32 GB RAM nuk mjaftojn\u00eb, por nuk \u00ebsht\u00eb e mundur t\u00eb zgjerohen ato. N\u00eb nj\u00eb makin\u00eb t\u00eb till\u00eb, n\u00ebse ka nj\u00eb kart\u00eb RTX t\u00eb dedikuar, nj\u00eb pjes\u00eb e VRAM mund t\u00eb p\u00ebrdoret si nj\u00eb shtres\u00eb shtes\u00eb swap. Kjo nuk e kthen VRAM n\u00eb RAM t\u00eb plot\u00eb, por mund t\u00eb shp\u00ebtoj\u00eb sistemin nga nj\u00eb kalim t\u00eb papritur n\u00eb SSD swap t\u00eb ngadalsh\u00ebm ose nga OOM-killer gjat\u00eb ngarkesave t\u00eb larta.<\/p>\n<p><strong>Mjediset e ngarkuara t\u00eb pun\u00ebs s\u00eb zhvilluesit.<\/strong> IDE, shfletuesi me dhjet\u00ebra sked\u00eb, kontenier\u00ebt Docker, bazat e t\u00eb dh\u00ebnave lokale, nd\u00ebrtimet e projekteve t\u00eb m\u00ebdha dhe mjediset e testeve leht\u00eb krijojn\u00eb maja t\u00eb p\u00ebrkohshme t\u00eb konsumit t\u00eb memories. N\u00eb nj\u00eb skenar t\u00eb till\u00eb, NBD-VRAM mund t\u00eb funksionoj\u00eb si nj\u00eb tampon: t\u00eb mos p\u00ebrshpejtoj\u00eb pun\u00ebn normale, por t\u00eb zbus\u00eb momentin kur RAM-i \u00ebsht\u00eb mbaruar.<\/p>\n<p><strong>Ulja e ngarkes\u00ebs n\u00eb SSD swap.<\/strong> N\u00ebse swap-i n\u00eb SSD p\u00ebrdoret shpesh, kjo jo vet\u00ebm q\u00eb \u00ebsht\u00eb m\u00eb e ngadalt\u00eb, por gjithashtu krijon regjistrime t\u00eb tep\u00ebrta n\u00eb pajisje. Swap-i VRAM mund t\u00eb vendoset me nj\u00eb prioritet m\u00eb t\u00eb lart\u00eb, n\u00eb m\u00ebnyr\u00eb q\u00eb kur RAM-i mbushet, sistemi t\u00eb largoj\u00eb fillimisht faqe n\u00eb memorien video dhe vet\u00ebm pastaj t\u00eb drejtohet te SSD. Kjo \u00ebsht\u00eb ve\u00e7an\u00ebrisht e r\u00ebnd\u00ebsishme p\u00ebr laptop\u00ebt, ku SSD shpesh \u00ebsht\u00eb i paqart\u00eb ose i shtrenjt\u00eb p\u00ebr t'u z\u00ebvend\u00ebsuar.<\/p>\n<p><strong>Kombinimi me zram.<\/strong> Autori e p\u00ebrshkruan drejtp\u00ebrdrejt skem\u00ebn, ku swap-i VRAM merr prioritet m\u00eb t\u00eb lart\u00eb dhe merr 'shp\u00ebrndarjen' e par\u00eb t\u00eb memories, zram p\u00ebrdoret si niveli i ardhsh\u00ebm, nd\u00ebrsa SSD mbetet linja e fundit e mbrojtjes. Kjo skem\u00eb mund t\u00eb jet\u00eb e dobishme p\u00ebr stacionet e pun\u00ebs dhe laptop\u00ebt, ku \u00ebsht\u00eb m\u00eb e r\u00ebnd\u00ebsishme t\u00eb ruhet reagimi i sistemit n\u00eb rast t\u00eb munges\u00ebs s\u00eb memories sesa t\u00eb arrihet maksimumi i parashikueshm\u00ebris\u00eb s\u00eb vonesave.<\/p>\n<p><strong>Detyrat lokale AI\/LLM rreth GPU, por jo n\u00eb vend t\u00eb VRAM p\u00ebr modelin.<\/strong> NBD-VRAM nuk aumenton memorien e videos, e cila \u00ebsht\u00eb e disponueshme p\u00ebr aplikacionin CUDA si VRAM p\u00ebr modelin. Kjo \u00ebsht\u00eb nj\u00eb skenar i kund\u00ebrt: jo RAM-i p\u00ebrdoret si VRAM, por VRAM-i p\u00ebrdoret si swap p\u00ebr memorien e zakonshme t\u00eb Linux. Prandaj, projekti nuk do t\u00eb lejoj\u00eb ngarkimin direkt n\u00eb GPU t\u00eb nj\u00eb modeli m\u00eb t\u00eb madh. Por ai mund t\u00eb jet\u00eb i dobish\u00ebm n\u00eb nj\u00eb makin\u00eb, ku p\u00ebrve\u00e7 LLM-inference punojn\u00eb nj\u00eb shfletues, IDE, indekset dhe kontejner\u00eb, nd\u00ebrsa RAM-i sistemor fillon t\u00eb mbaroj\u00eb.<\/p>\n<p><strong>Stacionet e pun\u00ebs sht\u00ebpiake dhe eksperimentale.<\/strong> Projekti \u00ebsht\u00eb interesant p\u00ebr p\u00ebrdoruesit, t\u00eb cil\u00ebt kan\u00eb kart\u00ebn grafike q\u00eb shpesh t\u00eb mbetet e pap\u00ebrdorur jasht\u00eb loj\u00ebrave, renderimit ose detyrave ML. P\u00ebr shembull, 8\u201312 GB VRAM n\u00eb GeForce desktop mund t\u00eb kthehet p\u00ebrkoh\u00ebsisht n\u00eb nj\u00eb shtres\u00eb shtes\u00eb swap p\u00ebr detyra t\u00eb r\u00ebnda si kompilimi, p\u00ebrpunimi i t\u00eb dh\u00ebnave ose ekzekutimi. <a class=\"wpil_keyword_link\" href=\"https:\/\/prohoster.info\/sq\/vps\/\" title=\"makinat virtuale\" data-wpil-keyword-link=\"linked\">makinat virtuale<\/a>.<\/p>\n<h2>Kufizimet<\/h2>\n<p>NBD-VRAM nuk \u00ebsht\u00eb nj\u00eb z\u00ebvend\u00ebsim i memories operative. Qasja n\u00eb k\u00ebt\u00eb swap shkon n\u00ebp\u00ebr nj\u00eb zinxhir kernel swap \u2192 \/dev\/nbdX \u2192 nbd-driver \u2192 Unix-socket \u2192 demon \u2192 CUDA-kopjim \u2192 VRAM, prandaj vonesat dhe sjellja do t\u00eb jen\u00eb t\u00eb ndryshme nga RAM-i i v\u00ebrtet\u00eb. Kjo \u00ebsht\u00eb m\u00eb shum\u00eb nj\u00eb shtres\u00eb emergjente ose nd\u00ebrmjet\u00ebse midis RAM-it dhe SSD-s\u00eb sesa nj\u00eb m\u00ebnyr\u00eb p\u00ebr 't\u00eb shtuar memories' pa pasojat.<\/p>\n<p>Gjithashtu projekti \u00ebsht\u00eb lidhur me stakun zyrtar NVIDIA me CUDA. Nouveau\/Nova nuk jan\u00eb t\u00eb p\u00ebrshtatshme p\u00ebr k\u00ebt\u00eb, pasi k\u00ebrkohet libcuda.so.1. Phoronix <a rel=\"nofollow\" href=\"https:\/\/www.phoronix.com\/news\/NVIDIA-NBD-VRAM\">po ashtu v\u00ebren<\/a>, se NBD-VRAM \u00ebsht\u00eb krijuar pik\u00ebrisht p\u00ebr GPU-t\u00eb e konsumator\u00ebve NVIDIA, ku qasjet alternative p\u00ebrmes NVIDIA P2P API nuk funksionojn\u00eb.<\/p>\n<p>N\u00eb p\u00ebrfundim, NBD-VRAM \u00ebsht\u00eb nj\u00eb hile e vog\u00ebl, por interesante p\u00ebr sistemin Linux: nuk b\u00ebn mrekulli dhe nuk z\u00ebvend\u00ebson rritjen e RAM-it, por lejon p\u00ebrdorimin e memories s\u00eb hart\u00ebs video q\u00eb shkoret si nj\u00eb nivel shtes\u00eb swap para SSD-s\u00eb. P\u00ebr laptop\u00ebt me memorje t\u00eb integruar dhe kart\u00eb RTX, kjo mund t\u00eb jet\u00eb nj\u00eb m\u00ebnyr\u00eb praktike p\u00ebr t\u00eb p\u00ebrballuar ngarkesat maksimale pa r\u00ebn\u00eb menj\u00ebher\u00eb aplikacionet ose duke kaluar n\u00eb nj\u00eb shkall\u00eb t\u00eb ngadalshme.<\/p>\n<p>Burimi: <a rel=\"nofollow\" href=\"https:\/\/www.linux.org.ru\/news\/hardware\/18308769\">linux.org.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u043f\u0440\u043e\u0435\u043a\u0442 NBD-VRAM, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0439 \u0437\u0430\u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0447\u0430\u0441\u0442\u044c \u0432\u0438\u0434\u0435\u043e\u043f\u0430\u043c\u044f\u0442\u0438 NVIDIA GPU \u043a\u0430\u043a swap-\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u043e \u0432 Linux. \u041f\u0440\u043e\u0435\u043a\u0442 \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d \u043f\u0440\u0435\u0436\u0434\u0435 \u0432\u0441\u0435\u0433\u043e \u043d\u0430 \u043d\u043e\u0443\u0442\u0431\u0443\u043a\u0438 \u0441 \u0440\u0430\u0441\u043f\u0430\u044f\u043d\u043d\u043e\u0439 \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u043f\u0430\u043c\u044f\u0442\u044c\u044e, \u0433\u0434\u0435 RAM \u043d\u0435\u043b\u044c\u0437\u044f \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u0442\u044c, \u043d\u043e \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u0435\u0441\u0442\u044c \u0434\u0438\u0441\u043a\u0440\u0435\u0442\u043d\u0430\u044f \u0432\u0438\u0434\u0435\u043e\u043a\u0430\u0440\u0442\u0430 NVIDIA RTX\/GTX \u0441 \u043d\u0435\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u043e\u0439 VRAM. \u041a\u043e\u0434 \u043d\u0430\u043f\u0438\u0441\u0430\u043d \u043d\u0430 C \u0438 shell, \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\u0435\u0439 MIT. \u0418\u0434\u0435\u044f NBD-VRAM \u043f\u0440\u043e\u0441\u0442\u0430: \u0435\u0441\u043b\u0438 [&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-181858","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u043f\u0440\u043e\u0435\u043a\u0442 NBD-VRAM, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0439 \u0437\u0430\u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0447\u0430\u0441\u0442\u044c \u0432\u0438\u0434\u0435\u043e\u043f\u0430\u043c\u044f\u0442\u0438 NVIDIA GPU \u043a\u0430\u043a swap-\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u043e \u0432 Linux.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Erik Peterson\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/sq\/blog\/news\/opublikovan-nbd-vram\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.2\" \/>\n\t\t<meta property=\"og:locale\" content=\"sq_AL\" \/>\n\t\t<meta property=\"og:site_name\" content=\"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 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