{"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>Projekt publik \u00ebsht\u00eb hapur <strong>NBD-VRAM<\/strong>, duke lejuar p\u00ebrdorimin e nj\u00eb pjese t\u00eb memories video t\u00eb NVIDIA GPU si hap\u00ebsir\u00eb swap n\u00eb Linux. Projekti \u00ebsht\u00eb fokusuar kryesisht n\u00eb laptop\u00ebt me RAM t\u00eb salduar, ku RAM nuk mund t\u00eb zgjerohet, por n\u00eb sistem ka nj\u00eb kart\u00eb grafike diskrete NVIDIA RTX\/GTX me VRAM t\u00eb pap\u00ebrdorur. Kodi \u00ebsht\u00eb shkruar n\u00eb C dhe shell, shp\u00ebrndahet n\u00ebn licenc\u00ebn <strong>MIT<\/strong>.<\/p>\n<p>Ideja e NBD-VRAM \u00ebsht\u00eb e thjesht\u00eb: n\u00ebse sistemi fillon t\u00eb kaloj\u00eb n\u00eb swap n\u00eb SSD, mund t\u00eb vendos\u00ebsh para SSD nj\u00eb shtres\u00eb nd\u00ebrmjet\u00ebse \u2014 memories video. Autori jep shembullin me nj\u00eb laptop n\u00eb <strong>RTX 3070 Laptop<\/strong>: nga 8 GB VRAM, 7 GB jan\u00eb dedikuar p\u00ebr swap, dhe s\u00eb bashku me RAM, zram dhe SSD swap, sistemi ka marr\u00eb rreth 46 GB memorie t\u00eb adresueshme. Rendi i parashikuar i mbipopullimit \u00ebsht\u00eb i till\u00eb: fillimisht p\u00ebrdoret RAM, 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 drejtuese t\u00eb re n\u00eb b\u00ebrtham\u00eb. Nj\u00eb demon i vog\u00ebl dedikon memorjen e kart\u00ebs grafike p\u00ebrmes <strong>CUDA Driver API<\/strong>, pastaj e kthen n\u00eb b\u00ebrtham\u00ebn Linux si nj\u00eb pajisje blloku p\u00ebrmes <strong>NBD<\/strong> \u2014 Pajisja Blloku Rrjeti \u2014 mbi Unix-soket. Pas lidhjes, nbd-client standard n\u00eb sistem krijon nj\u00eb \/dev\/nbdX, t\u00eb cilin mund t\u00eb p\u00ebrshkruash si swap t\u00eb zakonsh\u00ebm p\u00ebrmes mkswap dhe ta aktivizosh p\u00ebrmes swapon.<\/p>\n<p>Autori thekson ve\u00e7an\u00ebrisht se ky qasje \u00ebsht\u00eb zgjedhur p\u00ebr shkak t\u00eb kufizimeve t\u00eb kartave grafike NVIDIA p\u00ebr konsumator\u00ebt. Nj\u00eb rrug\u00eb m\u00eb e drejtp\u00ebrdrejt\u00eb p\u00ebrmes NVIDIA P2P API n\u00eb GeForce, sipas tij, bllokohet nga EINVAL, pasi mund\u00ebsit\u00eb p\u00ebrkat\u00ebse jan\u00eb n\u00eb fakt t\u00eb disponueshme vet\u00ebm p\u00ebr modelet profesionale dhe serverike. Nj\u00eb opsion me qasje t\u00eb drejtp\u00ebrdrejt\u00eb n\u00eb BAR1 gjithashtu nuk funksionoi: vet\u00ebm nj\u00eb zon\u00eb e vog\u00ebl e shfaqur \u00ebsht\u00eb e disponueshme, dhe leximi nga pjesa tjet\u00ebr kthen zero. Qasja NBD e shmang k\u00ebt\u00eb kufizim, pasi p\u00ebrdor kopjime t\u00eb 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 n\u00eb Linux.<\/strong> Pas aktivizimit, demoni ofron memorjen video si \/dev\/nbd0 ose nj\u00eb tjet\u00ebr pajisje NBD, q\u00eb p\u00ebr b\u00ebrtham\u00ebn duket si nj\u00eb pajisje blloku standarde.<\/p>\n<\/li>\n<li>\n<p><strong>Puna pa modul t\u00eb vetin n\u00eb b\u00ebrtham\u00eb.<\/strong> Projekti nuk k\u00ebrkon t\u00eb shkruash, mbledh\u00ebsh dhe mb\u00ebshtet\u00ebsh nj\u00eb modul t\u00eb ve\u00e7ant\u00eb kernel, nuk p\u00ebrdor simbole t\u00eb brendshme t\u00eb drejtueseve NVIDIA dhe duhet t\u00eb p\u00ebrballoj\u00eb p\u00ebrdit\u00ebsimet e b\u00ebrtham\u00ebs dhe t\u00eb drejtuesve pa ri-konstruksion.<\/p>\n<\/li>\n<li>\n<p><strong>Orientimi ndaj GPU-ve NVIDIA p\u00ebr konsumator\u00ebt.<\/strong> K\u00ebrkesat p\u00ebrfshijn\u00eb GPU NVIDIA me mb\u00ebshtetje p\u00ebr CUDA, duke p\u00ebrfshir\u00eb kartat RTX\/GTX t\u00eb konsumator\u00ebve, drejtuesin zyrtar NVIDIA me libcuda.so.1, modul nbd n\u00eb b\u00ebrtham\u00ebn Linux, nbd-client, gcc dhe make. Toolkit-i CUDA nuk \u00ebsht\u00eb i nevojsh\u00ebm.<\/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 nis\u00eb p\u00ebrmes systemctl; pas instalimit, sh\u00ebrbimi aktivizohet p\u00ebr nisje automatike gjat\u00eb ngarkes\u00ebs.<\/p>\n<\/li>\n<li>\n<p><strong>Konfigurimi i madh\u00ebsis\u00eb dhe prioritetit t\u00eb swap.<\/strong> N\u00eb unit-in e systemd, mund t\u00eb p\u00ebrcaktohet VRAM_SETUP_SIZE_MB, q\u00eb do t\u00eb thot\u00eb kufiri i sip\u00ebrm p\u00ebr alokimin e VRAM, dhe VRAM_SWAP_PRIORITY, q\u00eb do t\u00eb thot\u00eb prioriteti i pajisjes swap. Sa m\u00eb i lart\u00eb t\u00eb jet\u00eb prioriteti, aq m\u00eb shpejt Linux do t\u00eb p\u00ebrdor\u00eb k\u00ebt\u00eb shtres\u00eb swap.<\/p>\n<\/li>\n<li>\n<p><strong>Reducimi automatik i madh\u00ebsis\u00eb s\u00eb k\u00ebrkuar.<\/strong> N\u00ebse sasia e k\u00ebrkuar e VRAM nuk \u00ebsht\u00eb e disponueshme, demon-i p\u00ebrpiqet t\u00eb reduktoj\u00eb madh\u00ebsin\u00eb me blloqe prej 512 MiB, p\u00ebr t\u00eb alokuar nj\u00eb sasi t\u00eb mundshme, p\u00ebr shembull, n\u00ebse nj\u00eb pjes\u00eb e memories \u00ebsht\u00eb e z\u00ebn\u00eb nga kompozitori ose nj\u00eb seanc\u00eb grafike.<\/p>\n<\/li>\n<li>\n<p><strong>Skenar\u00ebt e prov\u00ebs.<\/strong> N\u00eb repositor \u00ebsht\u00eb test-nbd.sh p\u00ebr nj\u00eb test t\u00eb thjesht\u00eb me shkrim\/lexim 1 MiB dhe test-fill.sh p\u00ebr nj\u00eb test stresi t\u00eb t\u00ebr\u00eb seksionit VRAM.<\/p>\n<\/li>\n<li>\n<p><strong>Performanca e shpallur \u00ebsht\u00eb rreth 1,3 GB\/s.<\/strong> N\u00eb RTX 3070 Laptop, autori mat nj\u00eb shkrim t\u00eb vazhduesh\u00ebm 7 GB me blloqe prej 4 MB rreth nivelit 1,3 GB\/s.<\/p>\n<\/li>\n<\/ul>\n<h2>Skenar\u00ebt e aplikimit<\/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 jan\u00eb t\u00eb mjaftueshme, por zgjerimi i saj nuk \u00ebsht\u00eb i mundur. N\u00ebse nj\u00eb makin\u00eb e till\u00eb ka nj\u00eb kart\u00eb RTX diskrete, 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 nj\u00eb swap t\u00eb ngadalsh\u00ebm SSD ose nga OOM-killer gjat\u00eb ngarkesave maksimale.<\/p>\n<p><strong>Mjedise t\u00eb r\u00ebnda pune p\u00ebr zhvillues.<\/strong> IDE, shfletues me dhjet\u00ebra skeda, konteiner\u00eb Docker, bazat e t\u00eb dh\u00ebnave lokale, nd\u00ebrtimet e projekteve t\u00eb m\u00ebdha dhe mjediset e testimit leht\u00ebsisht krijojn\u00eb majat momentale n\u00eb p\u00ebrdorimin e memories. N\u00eb k\u00ebt\u00eb skenar, NBD-VRAM mund t\u00eb funksionoj\u00eb si nj\u00eb tampon: nuk e p\u00ebrshpejton pun\u00ebn e zakonshme, por zbut momentin kur RAM-i e p\u00ebrfundon.<\/p>\n<p><strong>Reduktimi i ngarkes\u00ebs n\u00eb SSD swap.<\/strong> N\u00ebse swap n\u00eb SSD p\u00ebrdoret shpesh, kjo jo vet\u00ebm q\u00eb \u00ebsht\u00eb m\u00eb e ngadalshme, por gjithashtu krijon shkresa t\u00eb panevojshme n\u00eb ruajt\u00ebs. VRAM-swap 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 evakuaroj\u00eb menj\u00ebher\u00eb faqet n\u00eb memorjen video dhe pastaj t\u00eb kthehet te SSD. Kjo \u00ebsht\u00eb ve\u00e7an\u00ebrisht e r\u00ebnd\u00ebsishme p\u00ebr laptop\u00ebt, ku SSD shpesh \u00ebsht\u00eb i pamundur p\u00ebr t'u shk\u00ebputur ose i kushtuesh\u00ebm p\u00ebr t'u nd\u00ebrruar.<\/p>\n<p><strong>Kombinimi me zram.<\/strong> Autori p\u00ebrshkruan qart\u00eb nj\u00eb skem\u00eb ku VRAM swap merr prioritet m\u00eb t\u00eb lart\u00eb dhe merr \u201errjedh\u00ebn\u201d e par\u00eb t\u00eb memories, zram p\u00ebrdoret si shtresa e ardhshme, nd\u00ebrsa SSD mbetet linja e fundit e mbrojtjes. Nj\u00eb skem\u00eb e till\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 mungese t\u00eb memories, sesa t\u00eb merret maksimumi i parashikueshm\u00ebris\u00eb s\u00eb vonesave.<\/p>\n<p><strong>Detyrat lokale AI\/LLM rreth GPU-s\u00eb, por jo n\u00eb vend t\u00eb VRAM p\u00ebr modelin.<\/strong> NBD-VRAM nuk rrit memorjen video t\u00eb 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 p\u00ebrdoret si swap p\u00ebr memorjen e zakonshme t\u00eb Linux. Prandaj, projekti nuk do t\u00eb lejoj\u00eb ngarkimin e drejtp\u00ebrdrejt\u00eb 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 shfletuesit, IDE, indeksuesit, ambientet Python dhe kontejner\u00ebt, nd\u00ebrsa RAM-i sistemik fillon t\u00eb mbaroj\u00eb.<\/p>\n<p><strong>Stacionet e pun\u00ebs sht\u00ebpiake dhe eksperimantale.<\/strong> Projekti \u00ebsht\u00eb interesant p\u00ebr p\u00ebrdoruesit, ku karta grafike shpesh \u00ebsht\u00eb e pap\u00ebrdorur jasht\u00eb loj\u00ebrave, renderimit ose detyrave ML. P\u00ebr shembull, 8\u201312 GB VRAM n\u00eb nj\u00eb GeForce desktop mund t\u00eb shnd\u00ebrrohet p\u00ebrkoh\u00ebsisht n\u00eb nj\u00eb shtres\u00eb shtes\u00eb swap p\u00ebr detyra t\u00eb r\u00ebnda t\u00eb kompilimit, p\u00ebrpunimit t\u00eb t\u00eb dh\u00ebnave ose ekzekutimit. <a class=\"wpil_keyword_link\" href=\"https:\/\/prohoster.info\/sq\/vps\/\" title=\"makinave virtuale\" data-wpil-keyword-link=\"linked\">makinave virtuale<\/a>.<\/p>\n<h2>Kufizimet<\/h2>\n<p>NBD-VRAM nuk \u00ebsht\u00eb nj\u00eb z\u00ebvend\u00ebsim p\u00ebr memorjen e p\u00ebrkohshme. Qasja n\u00eb k\u00ebt\u00eb swap ndodhet n\u00eb zinxhirin kernel swap \u2192 \/dev\/nbdX \u2192 nbd-drajver \u2192 Unix-socket \u2192 demon \u2192 CUDA-transfer \u2192 VRAM, prandaj vonesat dhe sjellja do t\u00eb jen\u00eb t\u00eb ndryshme nga RAM-i i v\u00ebrtet\u00eb. Ky \u00ebsht\u00eb m\u00eb shum\u00eb nj\u00eb shtres\u00eb emergjente ose nd\u00ebrmjet\u00ebse midis RAM dhe SSD-s\u00eb, sesa nj\u00eb m\u00ebnyr\u00eb p\u00ebr \"t\u00eb shtuar memorien\" pa pasoja.<\/p>\n<p>Projektin gjithashtu e lidh me stek\u00ebn zyrtare t\u00eb 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\">gjithashtu v\u00ebren<\/a>, q\u00eb NBD-VRAM \u00ebsht\u00eb krijuar pik\u00ebrisht p\u00ebr GPU-t\u00eb konsumator\u00ebve t\u00eb 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 hije e vog\u00ebl, por interesante sistematike p\u00ebr Linux: ai nuk b\u00ebn mrekullira dhe nuk e z\u00ebvend\u00ebson p\u00ebrmir\u00ebsimin e RAM-it, por lejon p\u00ebrdorimin e memorizimit grafik q\u00eb \u00ebsht\u00eb n\u00eb pritje si nj\u00eb shkall\u00eb shtes\u00eb swap p\u00ebrpara SSD-s\u00eb. P\u00ebr laptop\u00ebt me memorie t\u00eb salduar dhe karta discreate RTX, kjo mund t\u00eb jet\u00eb nj\u00eb m\u00ebnyr\u00eb praktike p\u00ebr t\u00eb p\u00ebrballuar ngarkesat maksimale pa r\u00ebnie t\u00eb menj\u00ebhershme t\u00eb aplikacioneve ose kalim t\u00eb dhimbsh\u00ebm n\u00eb nj\u00eb ruajt\u00ebs t\u00eb ngadalsh\u00ebm.<\/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 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" 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