Daga Farkon Rayuwar Jensen Huang zuwa NVIDIA's GPU da CUDA Dandali: Tambayoyi 100 da aka samo asali Game da Iyalinsa, Kamfanin, Tarihi da Fasaha

Misalin edita na guntu da NVIDIA's CUDA muhallin software
Misalin edita, ba hoton Jensen Huang ko danginsa ba.

Gabatarwa: Menene Shaidar Jama'a Za Su Fada Mana Game da Jensen Huang da NVIDIA?

Bayanin shugaban fasaha na jama'a na iya haɗa tambayoyi daban-daban: daga ina ya fito, wanene danginsa, yadda kamfaninsa ya tsira da kuma menene ainihin fasaharsa. Waɗancan tambayoyin sun cancanci a ba su cikakkun amsoshi, amma duk ba su cancanci irin wannan irin shaida ba. Wannan jagorar tana amfani da bayanan jama'a, rahoton jami'a, takaddun kamfani da ingantaccen rahoto. Kowace amsa tana da nassoshi na tushen sa. Ƙididdiga na kuɗi na tarihi da bayanan ƙididdiga sun cika kwanan watan, hasashen ba garanti ba ne, kuma ba a gabatar da da'awar rayuwa mai zaman kanta ba a matsayin gaskiya. An sabunta ta a ranar 10 ga Nuwamba, 2026.

1. Rayuwar farko

1. Wanene Jensen Huang?

Jensen Huang shine wanda ya kafa NVIDIA, shugaba kuma babban jami'in zartarwa. Tarihin rayuwar NVIDIA ya ce ya rike wadancan matsayin tun lokacin da aka kafa shi a 1993. Ya horar da injiniyan lantarki a Oregon State da Stanford.

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2. Yaushe kuma a ina aka haifi Jensen Huang?

An haife shi Jen-Hsun Huang ranar 17 ga Fabrairu, 1963, a Taiwan.

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3. Menene iyayen Jensen Huang suka yi?

Mahaifinsa injiniyan sinadarai ne a matatar mai, mahaifiyarsa kuma malamar makaranta ce. Iyalin Taiwan ne masu matsakaicin matsayi waɗanda suke ƙaura sau da yawa don aikin mahaifinsa.

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4. A ina Jensen Huang ya kwashe farkon yarinta?

A Taiwan har kusan shekaru biyar, sannan a Tailandia na kusan shekaru hudu, inda ya halarci makarantar kasa da kasa a Bangkok. Ya koma Amurka yana da shekaru tara.

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5. Ta yaya Jensen Huang ya koyi Turanci tun yana yaro?

Mahaifiyarsa ta ɗauki kalmomin bazuwar kalmomi goma daga cikin ƙamus kowace rana kuma ta koya wa 'ya'yanta - darussan Ingilishi na farko kafin dangi ya taɓa zama a Amurka.

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6. Me yasa aka aika Jensen Huang zuwa Amurka yana da shekaru tara?

Iyalinsa suna zaune a Tailandia a lokacin tashin hankalin jama'a, kuma tun da farko mahaifinsa ya ziyarci New York kuma ya yanke shawarar cewa 'ya'yansa ya kamata su yi karatu a Amurka. Yana da shekaru tara, Jensen da ɗan'uwansa an aika su zauna tare da wani kawu a Tacoma, Washington.

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7. Wace makaranta Jensen Huang ya halarta a Kentucky?

Kawunsa ya shigar da yaran cikin bazata a Oneida Baptist Institute, makarantar koyar da gyara addini don samari masu fama da matsala, yana ganin babbar makarantar allo ce. Iyayensa sun sayar da kusan duk abin da suka mallaka don biyan kuɗin karatun.

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8. Yaya rayuwar Jensen Huang take a makarantar Kentucky?

Mai wuya. An zalunce shi, an sanya masa ayyukan yau da kullun da suka hada da tsaftace bayan gida, sannan ya halarci makarantar firamare ta daban saboda ya yi karancin shekaru a makarantar. Ya koyi wasan kwallon tebur kuma ya shiga kungiyar wasan ninkaya, kuma ya koya wa matashin da yake dakinsa da bai iya karatu ba, karatu a maimakon a koya masa yadda ake buga benci.

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9. Da gaske Jensen Huang ya bayyana a Sports Illustrated yana matashi?

Eh - shi dan wasan kwallon tebur ne mai gasa kuma ya bayyana a cikin mujallar yana da shekaru 14. Forbes ya rubuta cewa ya sanya na uku a cikin junior sau biyu a 1978 US Tenis Open yana da shekaru 15.

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10. Ina dangin Jensen Huang suka zauna a Amurka?

Iyayensa sun ƙaura zuwa Beaverton, Oregon, kimanin shekaru biyu bayan yaran sun isa Kentucky, kuma dangin sun sake haduwa a can.

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11. Wace makarantar sakandare Jensen Huang ta halarta?

Ya halarci Aloha High School a Oregon kuma ya buga wasan tennis mai gasa, yana samun matsayi na ƙasa.

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12. Shin Jensen Huang ya tsara kwamfutoci a makarantar sakandare?

Ee. Lokacin da makarantarsa ​​ta sayi kwamfutar makaranta a 1977, ya yi amfani da ita don buga wasan Star Trek na rubutu kuma ya koya wa kansa BASIC, yana rubuta nasa nau'in wasan Snake.

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13. Menene aikin farko na Jensen Huang?

Tun yana ɗan shekara 15 ya yi aikin motsi na makabarta a gidan cin abinci na gida - wanke jita-jita, teburan bas da jiran abokan ciniki - kusan shekaru biyar, daga 1978 zuwa 1983.

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2. Ilimi

14. A ina Jensen Huang ya tafi jami'a?

Oregon State University. Ya ce ya zabe shi ne saboda karancin karatunsa a cikin jihar. Ya karanta injiniyan lantarki kuma ya kammala a 1984 tare da mafi girma girma.

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15. Shin Jensen Huang yana da digiri na biyu?

Ee. Ya sami digiri na biyu a injiniyan lantarki daga Stanford University a cikin 1992, yana yin darasi na dare yayin da yake aiki cikakken lokaci a matsayin mai zanen guntu.

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3. Sana'a kafin NVIDIA

16. Menene Jensen Huang yayi kafin kafa NVIDIA?

Ya yi aiki a matsayin mai zanen microchip a Silicon Valley - ya fara zayyana na'urori masu sarrafa kwamfuta a wani babban kamfani na Amurka a shekarar 1984-85, sannan a wani kamfanin kera guntu har zuwa 1993, inda ya tashi don gudanar da sashen da ke yin kwakwalwan kwamfuta ga masu kera kayan masarufi.

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17. Ta yaya Jensen Huang ya hadu da wadanda suka kafa shi?

A kamfanin kera guntu, an sanya shi zuwa aikin haɓakar hotuna don mai yin aikin kwamfuta. A nan ya sadu da injiniyoyi Chris Malachowsky da Curtis Priem, kuma a cikin 1989 ukun sun kammala injin zane da suka kira GX.

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18. Wadanne harsuna Jensen Huang yake magana?

Bayanan tarihin rayuwar jama'a sun bayyana Hokkien na Taiwan, Ingilishi da Mandarin a cikin yarukan da yake magana. Irin waɗannan asusun ba sa kafa matakin ƙwarewa a kowane harshe.

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4. Kafa NVIDIA

19. Ina aka kafa NVIDIA?

Wadanda suka kafa uku sun aiwatar da tsarin kasuwancin su a cikin 1992 a kan tarurruka da yawa a cikin rumfar karin kumallo a wani gidan cin abinci a gefen titi a Gabashin San Jose - sarkar gidan cin abinci iri daya inda Huang ke wanke jita-jita tun yana matashi. Ya ce ya dauko shi ne saboda "ya fi gida shiru kuma yana da kofi mai arha".

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20. Yaushe daidai aka kafa NVIDIA?

Afrilu 5, 1993. Huang da kansa ya rattaba hannu kan labaran haɗin gwiwa, kuma yana ɗan shekara 30 - yana cika alkawarin da ya yi wa matarsa shekaru da suka shige.

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21. Har yaushe Jensen Huang ke zama Shugaba na NVIDIA?

Tun daga rana ta ɗaya a cikin 1993 - fiye da shekaru talatin, wa'adin Wall Street Journal ya kira "kusan ba a ji ba" a cikin Silicon Valley mai sauri.

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5. Aure da yadda ya hadu da Lori

22. Wacece matar Jensen Huang?

Lori Huang, haifaffen Lori Mills. Ita ce injiniyan lantarki ta horarwa kuma shugabar gidauniyar agaji ita da mijinta sun kafa a shekarar 2007.

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23. Ta yaya Jensen Huang ya hadu da matarsa?

Sun hadu a Oregon State University a farkon 1980s a matsayin abokan aikin lab a cikin ajin injiniyan lantarki. Yana da shekara 17 ita kuma tana shekara 19. Ya tuna cewa ajin akwai dalibai 250 sai mata uku.

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24. Ta yaya Jensen Huang ya ci Lori?

A nashi maganar ya taso yana tambayarsa "kina son ganin aikina?" Sannan ya kulla yarjejeniya: idan ta yi homework da shi duk ranar Lahadi, ya yi alkawarin za ta samu kai tsaye As. Daga nan, ya ce, yana da kwanan wata a duk ranar Lahadi.

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25. Wane alkawari Jensen Huang yayiwa Lori game da aikinsa?

Ya gaya mata cewa da shekaru 30 zai zama Shugaba. Ya kafa NVIDIA yana da shekaru 30 kuma shine Shugabar sa tun daga lokacin.

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26. Yaushe Jensen da Lori Huang suka yi aure?

A cikin 1985, kimanin shekaru biyar bayan sun hadu a Oregon State.

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27. Menene asalin asalin Lori Huang?

Ta sauke karatu daga Oregon State a shekarar 1985 da digirin farko a fannin injiniyan lantarki - shekara daya bayan Jensen. Ta kiyaye ƙarancin bayanan jama'a a duk tsawon tashin NVIDIA.

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28. Menene Jensen Huang ya fada game da rawar Lori a cikin aikinsa?

A cikin hirar 2026 ya ce: "Lori ta kasance tare da ni tsawon lokaci, duk rayuwarmu. Ta kasance cikin NVIDIA kowane mataki na hanya. Ta kasance zuwa kowane taro, kowane jawabi ... kowane lokaci na NVIDIA, tana can."

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6. Yara da iyali

29. Shin Jensen Huang yana da yara?

Ee - 'yar, Madison, da ɗa, Spencer.

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30. Shin yaran Jensen Huang suna aiki a NVIDIA?

Ee. Rahoton jama'a a cikin Nuwamba 2026 ya bayyana Madison yana aiki a cikin samfura da tallace-tallacen fasaha don dandamali na AI na zahiri, da Spencer a cikin sarrafa samfuran software na robotics. Waɗannan cikakkun bayanai ne na ayyukansu na NVIDIA, waɗanda zasu iya canzawa.

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31. Menene Spencer Huang yayi kafin shiga NVIDIA?

Ya bude mashaya a Taipei a shekarar 2015 cewa Forbes ta bayyana daya daga cikin mashahuran 50 mafi kyau a Asiya; ya rufe a 2021 kuma daga baya ya shiga NVIDIA a matsayin manajan samfur.

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32. Menene Madison Huang yayi kafin shiga NVIDIA?

Ta yi aiki a masana'antar otal kafin ta koma cikin tallan samfura a NVIDIA.

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33. Shin Jensen Huang yana da alaƙa da wani sananne a cikin masana'antar guntu?

Ee. Shugaban wani babban kamfani na Chip na Amurka dan uwansa ne - musamman mahaifiyarsa ita ce kanwar kakanta ta wajen uwa, wanda ya sa su zama 'yan uwan ​​farko da aka cire su. Huang ya ce bai san dangantakar iyali ba har sai ta zama Shugabar kamfanin.

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7. Salon sirri da halaye

34. Me yasa Jensen Huang koyaushe yana sa baƙar jaket fata?

Ya yaba wa matarsa da 'yarsa da kallon - "Na yi farin ciki da matata da 'yata suka yi min sutura," in ji shi a cikin wata hira ta 2023. Jaket ɗin ya zama sa hannun sa.

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8. Tallafawa

35. Menene Jen-Hsun and Lori Huang Foundation?

Ita ce kungiyar agaji mai suna Jensen da Lori Huang da aka kafa a shekarar 2007. Oregon State ta bayyana Lori a matsayin shugabanta kuma ta bayyana goyon baya ga manyan makarantu, kiwon lafiyar jama'a, STEM da kungiyoyin al'umma.

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36. Menene Huangs suka ba Oregon State University?

Oregon State sun sanar da kyautar $50 miliyan a ranar 14 ga Oktoba, 2022, zuwa ga Jen-Hsun da Lori Mills Huang Collaborative Innovation Complex. Asusun na jami'ar na shekarar 2023 ya bayyana shirin dala miliyan 200, sannan aka yi niyya don budewa a shekarar 2025, tare da na'ura mai kwakwalwa don bincike. Wannan sanarwar kadai ba ta tabbatar da ranar buɗewa ta ƙarshe ba.

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37. Menene Jensen Huang ya ba Stanford?

Asusun jama'a na Oregon State ya rubuta kyautar $30 miliyan don Jen-Hsun Huang Engineering Center a Stanford. Hakanan Stanford yana bayyana Huang da Lori a matsayin masu taimako kuma ya lura da cibiyar da aka sanya masa suna.

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9. Labaran Nuwamba 2026: abin da aka tabbatar da abin da ake zargi

38. Me ya faru a watan Nuwamba 2026 da ya shafi auren Jensen Huang?

A ranar Lahadi, 8 ga Nuwamba, 2026, Huang ya gaya wa ma'aikata a cikin rubutaccen rubutu cewa ya yi "rashin aminci" ga matarsa, kuma ya ba ta hakuri da 'ya'yansu. Bai ambaci sunan dayan ba.

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39. Menene NVIDIA yayi don amsawa?

Kamfanin ya bude bincike mai zaman kansa kan ko Huang ya kasance "manufar kokarin leken asirin kasashen waje". Ta ce ba ta yi imanin an yi wa tsaron kasar Amurka cikas ba, kuma hukumar ta fitar da sanarwar "amincewa da Jensen da tawagarsa".

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40. Menene zargin leken asiri, daidai?

New York Times ta ruwaito cewa jami'an leken asirin Amurka sun yi amanna cewa wata 'yar kasuwa 'yar kasar China - mai suna Alice Huang, wacce ba ta da alaka, wacce aka fi sani da Huang Le - an dauki hayar aikin leken asiri a birnin Beijing, kuma binciken da aka yi ta hanyar sadarwa ya sa masu binciken gano Jensen Huang. Rahoton ya danganta zargin da jami’an da ba a bayyana sunayensu ba. Wadancan jami’an su ne tushen zargin; ba tabbataccen bincike ba ne. Har yanzu ba a san abin da, idan wani abu, aka yi zargin an ba da shi; matar ba ta amsa bukatar jin ta bakinta ba kuma ba a san inda ta ke ba a lokacin da labarin ya balle.

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41. Menene alaƙa da kamfanin cibiyar bayanai ta Singapore?

Matar ta kasance babbar jami'a a wani kamfani na cibiyar tattara bayanai da ke Singapore tsakanin Maris da Nuwamba 2023. An taba zargin kamfanin da taimakawa wajen karkatar da NVIDIA chips zuwa China - abin damuwa NVIDIA ya ce an bincika kuma an yi watsi da shi - kuma BBC ta fahimci cewa gwamnatin Singapore na gudanar da bincike daban-daban kan kamfanin kan wadannan zarge-zarge na farko.

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42. Yaya gwamnatoci suka yi?

Ma'aikatar Harkokin Wajen China ta yi watsi da ikirarin leken asirin da cewa "ba shi da tushe, hasashe da kuma nufin batawa China da batanci". Shugaban Amurka Trump ya ce bai yi fatan ya yi aiki da bayanan sirri ba, inda ya kira Huang "mutumin mai daraja" da "mutum mai kyau" wanda ya yi "aiki mai ban mamaki ga kasarmu". Wasu 'yan majalisar dokokin Amurka sun yi kira da a bincika, idan aka yi la'akari da babban matsayin NVIDIA a cikin tseren Amurka da China AI.

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43. Shin Jensen Huang har yanzu shine Shugaban NVIDIA?

Ee. Tun daga Nuwamba 10, 2026 ya kasance shugaban kasa kuma Shugaba. Hukumar ta ba shi goyon baya a bainar jama'a, kamar yadda majiyoyi suka shaida wa BBC ana ganin tsige shi ba zai yuwu ba, kuma babu wani shiri na maye gurbinsa da jama'a - ya sha cewa yana fatan ya jagoranci kamfanin shekaru da dama masu zuwa.

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44. Shin shaidar jama'a ta tabbatar da asalin budurwar Jensen Huang?

Rahotonni na Nuwamba 2026 sun bayyana dangantakar da ake zargi da wata 'yar kasuwa wadda aka ruwaito sunanta. Duk da haka, lokacin da Huang ya amince da kuskurensa a bainar jama'a, bai ambaci sunan ɗayan ba. Wannan jagorar ba zai iya tabbatar da kansa da kansa ba cewa ita budurwarsa ce ko tabbatar da cikakkiyar yanayin dangantakar. Zarge-zargen leken asirin da aka ruwaito har yanzu zarge-zarge ne da ba a tabbatar da su ba, ba bincike da aka yi ba.

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10. Menene NVIDIA

45. Menene NVIDIA?

NVIDIA kamfanin fasaha ne na Amurka wanda ke da hedikwata a Santa Clara, California. Yana tsara tsarin GPUs, tsarin kwamfuta, hanyar sadarwa da software don amfani da suka haɗa da wasan kwaikwayo, zane-zanen ƙwararru, lissafin kimiyya, AI da tsarin kera motoci.

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46. Wanene ya kafa NVIDIA?

Injiniyoyi uku: Jensen Huang (har yanzu shugaban kasa da Shugaba a yau), Chris Malachowsky da Curtis Priem.

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47. Ina NVIDIA hedkwatarsa?

Santa Clara, California, a cikin Silicon Valley. Sabbin gine-ginen harabar sa, Endeavor (2017) da Voyager (2022), an jigo su a kewayen alwatika - tushen ginin zanen kwamfuta.

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48. Menene sunan "NVIDIA" yake nufi?

Ya fito ne daga "invidia", kalmar Latin don hassada - waɗanda suka kafa sun so abokan hamayya su juya kore tare da hassada. Sun kusan kiran kamfanin "NVision", amma an riga an karɓi wannan sunan.

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49. Shin NVIDIA kamfani ne na jama'a?

Ee. Yana ciniki akan Nasdaq a ƙarƙashin alamar NVDA. Ya tafi jama'a a ranar 22 ga Janairu, 1999, ya shiga cikin ma'aunin S&P 500 a cikin 2001, kuma an ƙara shi zuwa Matsakaicin Masana'antar Dow Jones a cikin Nuwamba 2024.

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50. Mutane nawa ne ke aiki a NVIDIA?

NVIDIA ya ba da rahoton kusan ma'aikata 42,000 don kasafin kuɗi na 2026, wanda ya ƙare a cikin Janairu 2026. Wannan adadi ne na kwanan watan ma'aikata, ba ƙidayar kai tsaye ba.

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11. Shekarun fatara na kusa da rayuwa

51. Menene samfurin farko na NVIDIA?

NV1, wanda aka ƙaddamar a watan Mayu 1995 bayan shekaru biyu na ci gaba. Ya kasance babban buri na duk-in-daya mai haɗe 2D da 3D zane-zane, sauti, cikakken bidiyo mai motsi da ƙirar mai sarrafa wasa, wanda aka sayar akan allon ƙarawa abokin tarayya.

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52. Me yasa NV1 ya kasa?

NVIDIA yin fare akan wata sabuwar hanya ta zana hotuna 3D - filaye masu lankwasa - yayin da sauran masana'antar suka daidaita akan polygons triangle. Lokacin da mizanin wasan PC na ranar da aka ƙaddamar da triangles, masu haɓaka wasan ba za su rubuta don hanyar NVIDIA ba, kuma katin mai tsada ya zame.

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53. Ta yaya rasa kwangilar-console ya kusa kashe NVIDIA?

NVIDIA ya shafe kusan shekara guda yana zana guntu mai biyo baya don na'urar wasan bidiyo na kamfanin Jafananci na gaba. Mai yin wasan bidiyo ya tafi ya zaɓi wani mai siyarwa - ya bar NVIDIA tare da soke guntu da raguwar kuɗi.

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54. Ta yaya NVIDIA ya tsira daga wannan bugun?

A cikin wani sanannen aikin bangaskiya, shugaban kamfanin na'ura ya yi imani da NVIDIA da kansa kuma ya shawo kan hukumarsa su saka dala miliyan 5 a farawa mai wahala. Huang daga baya yace kudi "sun bamu wata shida da rayuwa".

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55. Menene Jensen Huang yayi don ceton kamfanin?

A cikin 1996 ya kori fiye da rabin ma'aikatan - yanke daga kusan mutane 100 zuwa kusan 40 - kuma ya nuna duk wanda ya rage a kan manufa daya: guntu na al'ada na al'ada na al'ada, wanda aka gina da sauri.

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56. Menene RIVA 128?

Wannan guntu ya ceci NVIDIA. An kaddamar da shi a watan Agusta 1997. A lokacin, kamfanin yana da isassun kudaden da suka rage a asusun ajiyarsa na banki don biyan ma'aikatansa na wata daya kacal. An sayar da kusan raka'a miliyan guda a cikin watanni hudu na farko. Waɗancan tallace-tallacen sun tallafa wa tsarar kayayyaki na gaba.

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57. Menene sanannen taken NVIDIA wanda ba na hukuma ba?

"Kamfanin mu kwana talatin da fita kasuwanci." An haife shi daga shekaru kusan mutuwa, Jensen Huang ya buɗe gabatarwar ciki tare da waɗannan kalmomin shekaru da yawa - al'adar gaggawa na ganganci.

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58. Me ya zo bayan RIVA 128?

RIVA TNT (1998) ya kara ma'anar "launi na gaskiya" 32-bit, kuma ko da yake matsalolin zafi sun tilasta shi yin jigilar kaya a hankali fiye da yadda aka tsara, NVIDIA sabuwar al'ada ta sabunta direbobi akai-akai. Ƙwaƙwalwar RIVA TNT2 (1999) ta ninka ninki biyu kuma ta tura gudu zuwa 175 MHz, yana ciminti NVIDIA a matsayin jagoran zane.

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12. Ƙirƙirar GPU

59. Shin NVIDIA da gaske ya ƙirƙira GPU?

NVIDIA ya tallata GeForce 256 a cikin 1999 a matsayin GPU na farko a duniya. Tarihin kamfani ya kira wannan ƙirƙirar GPU. Tun da farko samfuran sun riga sun haɓaka zane-zane, don haka ya kamata a karanta da'awar a cikin mahallin ma'anar NVIDIA da haɗin samfurin na ayyukan zane.

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60. Menene ainihin GeForce 256 yayi sabo?

Haɗe-haɗe na GeForce 256 na canza kayan masarufi da walƙiya, motsin geometry da lissafin haske daga CPU zuwa cikin mai sarrafa hoto. Wannan ya rage rawar CPU a cikin waɗannan matakai na bututun zane.

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61. Ta yaya NVIDIA ya shiga cikin consoles na wasanni?

Wani tweaked-class GeForce3 guntu da na'ura mai jiwuwa na al'ada sun ƙarfafa babban na'urar wasan bidiyo da aka ƙaddamar a cikin 2001, kwangilar da ta zo tare da ci gaban dala miliyan 200. Daga baya NVIDIA ya tsara na'urar sarrafa hoto don wani babban samfurin gidan wasan bidiyo na 2006 shima.

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13. Zamanin gine-gine

62. Menene GPU "ginin gini" a cikin duniyar NVIDIA?

Gine-gine tsararraki ne na ƙira da iya aiki, galibi ana kiran su da sunan masanin kimiyya ko masanin lissafi. Kayayyakin da ke raba gine-gine na iya bambanta sosai cikin girman, ƙwaƙwalwar ajiya, madaidaicin goyan bayan, iko da kasuwar manufa.

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63. Menene G80, kuma me yasa yake da mahimmanci?

An ƙaddamar da shi a cikin Nuwamba 2006 (an sayar da shi azaman GeForce 8800 kuma a cikin Tesla C870 katin ƙididdigewa), G80 ya maye gurbin bututun zane daban tare da tsararrun na'urori masu haɗaka waɗanda zasu iya tafiyar da zane-zane ko shirye-shirye na gaba ɗaya. Shi ne farkon GPU masu haɓakawa da za su iya tsarawa a cikin yaren C, kuma sun gabatar da samfurin aiwatar da SIMT tare da shared memory da aiki tare da zare - tushen fasaha na duk abin da NVIDIA yake yi a AI a yau.

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64. Ta yaya NVIDIA ya sa GPUs ya dace da kimiyya bayan G80?

Ƙarni ta ƙarni yana ƙara fasalulluka da nufin masu bincike: madaidaicin ƙididdiga biyu ya zo tare da guntu GT200 a watan Yuni 2008, kuma tsarin gine-ginen Fermi ya ƙara ƙwaƙwalwar gyara kuskure - dukansu suna da mahimmanci don amintaccen lissafin kimiyya.

[14]

65. Menene ƙarni na Pascal ya kawo?

Pascal tsararriyar 2016 ce mai cike da caca da ƙididdige samfuran. Gaming samfura sun haɗa da GTX 1080 da 1070, yayin da Pascal GPUs shima ya kunna DGX-1 na farko. Ƙididdiga kamar tsarin ƙira da nau'in ƙwaƙwalwar ajiya sun dogara da takamaiman samfurin.

[12] [14]

66. Menene Tensor Cores?

Raka'a na musamman a cikin GPU waɗanda ke hanzarta lissafin matrix a zuciyar zurfin koyo. Sun yi muhawara a cikin Volta ƙarni na V100 accelerator a watan Mayu 2017 - 640 daga cikinsu a kowace guntu - kuma sun fi ƙarfin girma a cikin kowane gine-gine tun.

[14] [25]

67. Menene NVIDIA RTX?

RTX shine dandalin zane-zane na NVIDIA wanda ke da alaƙa da haɓakar kayan aikin haƙoran haƙora na ainihin lokacin da AI-taimako. NVIDIA ya gabatar da shi tare da Turing a cikin 2018. Ire-iren ire-irensa na farko na kamfanin shine nasa, ba da'awar cewa babu wani tsarin bincike na farko da ya gano haskoki a ainihin lokacin.

[11]

68. Menene na musamman game da Ampere A100?

An sanar da shi a watan Mayu 2020, cibiyar data A100 GPU ta tattara transistor biliyan 54.2 kuma ana iya raba su zuwa keɓance misali guda bakwai na GPU, don haka guntu ɗaya zai iya yin ayyuka da yawa a lokaci ɗaya.

[14] [26]

69. Menene Hopper H100 ya ƙara?

H100, wanda aka sanar a cikin Maris 2022, ya gabatar da Hopper's Transformer Engine, ta amfani da ƙididdige ƙididdige ƙididdigewa ciki har da FP8 tare da mafi girman daidaito don haɓaka ayyukan taransifoma. Sakamako ya dogara da samfuri, software da tsari.

[14] [27]

70. Menene Blackwell?

NVIDIA ya sanar da Blackwell a ranar 18 ga Maris, 2024, yana mai suna ma mathematician David Blackwell. Zane-zanen cibiyar bayanai da aka kwatanta a cikin bayyaninsa na gine-gine ya haɗu da mutuwar biyu tare da transistor biliyan 208. Tsarin mai suna sun haɗa da GB200 NVL72; ba kowane samfurin Blackwell ke da wannan tsarin ba.

[14] [22]

71. Menene Vera Rubin?

Magajin Blackwell, wanda aka bayyana a CES a ranar 5 ga Janairu, 2026: sabbin guntu guda shida ciki har da Vera CPU - wanda NVIDIA ya bayyana a matsayin CPU na farko da aka gina don wakilan AI - da Rubin GPU, wanda NVLink 6 ke canzawa. Tun daga rahoton samun kuɗin shiga na Agusta 2026, Vera Rubin yana haɓaka zuwa cikakkiyar samarwa tare da racks da ke gudana a manyan abokan hulɗar girgije.

[13] [28]

72. Menene jerin GeForce RTX 50?

Wasan NVIDIA na GPU don PC da kwamfyutocin da aka sanar a CES a cikin Janairu 2025, suna kawo sabbin fasalolin AI daga guntuwar cibiyar bayanai zuwa zanen mabukaci.

[11]

14. CUDA da labarin software

73. Menene CUDA?

CUDA shine tsarin dandali na computing da tsarin shirye-shirye na NVIDIA, wanda aka gabatar a shekara ta 2006. Yana bawa masu shirye-shirye damar amfani da dubban kananan na'urori masu sarrafa kwamfuta a cikin GPU don sarrafa kwamfuta gaba daya - ba kawai zane-zane ba - ta hanyar rubutu a cikin yaruka na yau da kullun kamar C.

[11] [14] [20]

74. Me yasa ake kiran CUDA mafi mahimmancin shawarar NVIDIA?

CUDA ya sanya NVIDIA GPUs ya zama mai amfani ga mafi girman kewayon lissafi fiye da zane-zane. NVIDIA ya saka hannun jari a cikin kayan aiki da dakunan karatu kafin babban manufar GPU kwamfuta babbar kasuwa ce. Wannan dogon ƙoƙarin software wani muhimmin sashi ne na matsayin AI, tare da kayan aiki, hanyar sadarwa da aikin masu haɓakawa a waje.

[11] [14]

75. Yaya girman CUDA yanayin muhalli a yau?

Jadawalin lokacin kamfani da aka samu a ranar 10 ga Nuwamba, 2026 yana jihohi sama da masu haɓaka miliyan huɗu, fiye da kamfanoni 40,000 masu amfani da fasahar NVIDIA AI da farawa 15,000 a cikin shirinta na Ƙaddamarwa. Waɗannan alkaluma ne da kamfani ya ruwaito a wannan shafin, ba ƙididdigewa na kai tsaye ba.

[11]

76. Menene alakar AlexNet da NVIDIA?

A cikin 2012, masu bincike guda uku sun horar da hanyar sadarwar jijiya mai miliyon 60 akan wasanni NVIDIA wasanni GPUs sama da kwanaki biyar zuwa shida kuma sun ci gasar tantance hoto ta ImageNet da babban rata - 15.3% kuskure da 26.2% ga wanda ya zo na biyu. Ya tabbatar da GPUs zai iya horar da hanyoyin sadarwa na jijiyoyi da yawa fiye da yadda ake amfani da su akan na'urori masu sarrafawa na yau da kullun, kuma tarihin kansa na NVIDIA ya tabbatar da AlexNet tare da haskaka zamanin AI na zamani.

[11] [14]

77. Menene isar da DGX-1 a cikin 2016?

A cikin 2016 Huang da kansa ya ba da farkon DGX-1 zuwa dakin bincike na AI a San Francisco. Tsarin ya taimaka nuna kunshin sabar GPU don bincike mai zurfi. Ƙirar ta takwas-GPU alama ce mai mahimmanci mataki a cikin NVIDIA's motsi daga daidaitattun masu haɓaka zuwa haɗakar tsarin AI.

[14] [6]

78. Wace software NVIDIA ke bayarwa fiye da CUDA?

Sakamako na NVIDIA na Agusta 2026 ya tattauna batun CUDA-X dakunan karatu, kayan aikin wakilai-haɓaka, PhysicsNeMo, BioNeMo, Omniverse, Nemotron, ƙirar tuƙi mai cin gashin kai, Earth-2 da software-tsara. Waɗannan kayan aikin suna magance ayyuka daban-daban; ba samfuran musanya ba ne.

[13] [11]

79. Menene gajimare da ayyukan wasa na NVIDIA?

GeForce Now yana watsa wasanni daga gajimare; DGX Cloud hayar AI supercomputing; kuma NVIDIA AI Enterprise babbar manhaja ce ga kamfanoni masu gudanar da AI wajen samarwa.

[12]

80. Menene NVIDIA Omniverse?

Dandali don ginawa da sarrafa 3D "tagwayen dijital" na masana'antu na ainihi, mutummutumi da ababen more rayuwa - NVIDIA ya tsara shi a matsayin tushe na mataki na gaba na intanit.

[11] [12]

15. Kayayyaki da kasuwanni a yau

81. Menene babban dangin samfurin NVIDIA?

GeForce GPUs don wasa da aikin kirkira; ƙwararrun zane-zane RTX; masu hanzarta cibiyar bayanai da Grace CPUs; BlueField Rukunin sarrafa bayanai don aikin bututun cibiyar bayanai; Tegra kwakwalwan kwamfuta don wayar hannu da mota; dandalin Tuba don motocin tuƙi; DGX Tsarin AI; da tarin software CUDA da ke ƙarƙashinsu duka.

[12]

82. Shin NVIDIA yana yin CPUs da kayan sadarwar sadarwa, ba kawai GPUs ba?

Ee. Layin Grace CPU kuma, daga 2026, Vera CPU suna gudanar da aiki gabaɗaya a tsarin AI; BlueField DPUs sauke ayyukan abubuwan more rayuwa na cibiyar bayanai; kuma tun bayan kammala kusan dala biliyan 7 na wani kamfanin sadarwar Isra'ila a watan Afrilun 2020, NVIDIA yana siyar da hanyar sadarwa mai sauri - gami da tsarin sauyawa na Spectrum - wanda ya danganta dubunnan GPUs zuwa wata katafariyar masana'antar AI".

[12] [13]

83. Me NVIDIA yake yi a motoci?

Dandalin Drive ɗin sa yana samar da kwamfutoci da software don ababen hawa masu sarrafa kansu da masu tuƙi; An sanar da guntu mai daraja ta mota Drive Thor a cikin 2022, kuma buɗaɗɗen ƙirar sa na Alpamayo (daga Disamba 2025) yana nufin haɓaka tuƙi mai cin gashin kansa.

[12] [13]

84. Menene "AI factory"?

NVIDIA yana amfani da masana'antar AI don bayyana kayan aikin kwamfuta waɗanda ke samar da abubuwan AI ta amfani da na'urori masu sarrafawa, hanyar sadarwa, tsarin aiki da software. Kwatankwacin masana'antu ne don samar da AI, ba shaida cewa cibiyar bayanai ta haifar da amfani ko ingantaccen sakamako ta atomatik ba.

[13]

16. Hoton kudi (ƙididdigar kwanan wata)

85. Menene sakamakon sabon rahoton NVIDIA?

Fitar da kwanan watan Agusta 26, 2026 ya ba da rahoton sakamako na kwata ya ƙare Yuli 26, 2026. Kuɗin shiga ya kasance dala biliyan 96.2. Kudin shiga Data Center shine dala biliyan 89.0. GAAP babban riba ya kasance 75.0%. GAAP diluted earnings per share sun kai $2.46. Hasashen kudaden shiga na kwata na gaba shine dala biliyan 108, ƙari ko ragi 2%. Wannan hasashen ya ɗauki kuɗin shiga sifili daga samfuran Data Center compute da aka sayar a China. Wannan hasashe ne, ba sakamakon da aka ruwaito ba.

[13]

86. Shin NVIDIA yana biyan rabo kuma ya sayi hannun jari?

Ee. Ya biya rabon kashi kwata na $0.25 a kowace kaso a ranar 1 ga Oktoba, 2026, kuma a cikin kwata ya ƙare Yuli 2026 ya dawo da kusan dala biliyan 26 ga masu hannun jari ta hanyar sayayya da riba, tare da kusan dala biliyan 99 ya rage a ƙarƙashin izinin sake siyan sa a wannan ranar.

[13]

87. Yaushe NVIDIA ya zama kamfani mafi daraja a duniya?

A ranar 18 ga Yuni, 2024, lokacin da kasuwancin sa ya wuce dala tiriliyan 3.3. Ya ci gaba da zama kamfani na farko da ya rufe sama da dala tiriliyan 4 (10 ga Yuli, 2025) kuma na farko da ya kai dala tiriliyan 5 (Oktoba 29, 2025, yana rufe a $5.03 tiriliyan).

[16]

88. Menene asarar dala biliyan 600 na kwana daya?

A ranar 27 ga Janairu, 2025, NVIDIA ya yi asarar kusan dala biliyan 600 na darajar kasuwa a rana guda - sannan asarar kwana guda mafi girma ga kowane kamfani na Amurka - bayan wani kamfani na AI na kasar Sin ya nuna wani tsari mai karfi da aka gina akan farashi mai rahusa, a takaice yana girgiza imani kan kashe kayan aikin AI. Hannun jarin daga baya ya dawo zuwa sabbin bayanai.

[16] [12]

89. Menene GTC?

GTC shine jerin taro na NVIDIA don masu haɓakawa da masana'antun kwamfuta, wanda aka fara a cikin 2009. Wuri ne na zaman fasaha, bincike, haɗin gwiwa da manyan sanarwar dandamali.

[12]

17. Samfurin kasuwanci da kuma ba da lissafi

90. Shin NVIDIA kamfanin katin zane ne kawai?

A'a. Rahotonta na shekara-shekara na kasafin kuɗi na 2026 ya bayyana sikelin-ainihin-tsakiya AI ayyukan samar da ababen more rayuwa da suka shafi na'urori masu sarrafawa, sadarwar sadarwa, tsarin, software da ayyuka, tare da kasuwancin zane-zane.

[17]

91. Menene sassan kasuwanci guda biyu da za'a iya ba da rahoton NVIDIA?

A cikin kasafin kudinta na 2026 sune Compute & Networking da Graphics. Waɗannan ɓangarorin lissafin sun bambanta da nau'ikan dandamali-kasuwa da ake amfani da su a wasu samfuran samfuran da gabatarwar kudaden shiga.

[17]

92. Me ke faruwa a cikin Compute & Networking?

Rahoton kasafin kuɗi na 2026 ya haɗa da Data Center haɓakar kwamfuta, sadarwar sadarwa, hanyoyin AI da software, da kuma dandamali na Automotive da hanyoyin sarrafa kansu da na lantarki.

[17]

93. Me ke faruwa a cikin sashin NVIDIA's Graphics?

Rahoton kasafin kudi na 2026 ya sanya GeForce wasan kwaikwayo da PC GPUs, da Quadro/NVIDIA RTX zane-zanen wuraren aikin kasuwanci, a cikin Graphics.

[17]

94. Menene manyan dandamali huɗu na kasuwa na NVIDIA?

Rahoton kasafin kudi na 2026 ya gano Data Center, Gaming, Professional Visualization da Automotive. Wadannan dandamali suna taimakawa wajen bayyana inda ake amfani da fasahar sa.

[17]

95. Shin NVIDIA yana kera kowane guntu a masana'anta?

A'a. NVIDIA yana bayyana dabarar kere-kere da kwangila. Yana tsara samfura kuma yana dogara ga masu samarwa don ƙirƙira wafer, taro, gwaji da tattarawa.

[17]

96. Shin NVIDIA yana dogara ne akan abubuwan gano semiconductor na waje?

Ee. Rahoton kasafin kudi na 2026 ya gano wuraren da aka kafa a waje waɗanda ke kera wafers na semiconductor. Wannan dogara yana sanya ƙarfin ganowa, tattarawa da alaƙar masu siyarwa wani ɓangare na fahimtar kasuwancin NVIDIA.

[17]

97. Shin NVIDIA shima yana dogara ne akan masu samar da ƙwaƙwalwar ajiyar waje?

Ee. Rahoton kasafin kuɗi na 2026 yana ba da sunayen masu samar da ƙwaƙwalwar ajiya da yawa. Samfurin na musamman na iya bambanta, kuma kasancewar ƙwaƙwalwar ajiya wani lamari ne daban da ƙirar GPU kanta.

[17]

98. Me yasa kunshin guntu yake da mahimmanci ga NVIDIA?

Rahoton kasafin kuɗi na 2026 ya gano fasahar marufi na CoWoS a matsayin wani ɓangare na shirye-shiryen masana'anta. Babban tsarin kwamfuta ya dogara da marufi da ƙirar guntu, ƙwaƙwalwar ajiya da hanyar sadarwa.

[17]

99. Wa ke siyan kayayyakin cibiyar bayanai na NVIDIA?

Rahoton kasafin kudi na 2026 ya bayyana masu samar da girgije, masu yin samfurin AI, kamfanoni, farawa da abokan cinikin jama'a. Wasu abokan ciniki kai tsaye masana'antun kayan aiki, device masana'antun, masu haɗa tsarin da masu rarrabawa.

[17]

100. Shin mai bada gajimare zai iya zama abokin ciniki na NVIDIA duka kuma mai fafatawa?

Ee. Rahoton kasafin kudi na 2026 ya kwatanta masu samar da girgije a matsayin abokan ciniki, yayin da kuma ke jera manyan kamfanonin girgije masu haɓaka kayan aikin nasu na sauri-ƙididdige kayan aiki da software a tsakanin matsi na gasa.

[17]

101. Shin NVIDIA yace yana fuskantar gasa?

Ee. Rahoton kasafin kudin sa na 2026 ya kira kasuwannin sa gasa sosai, tare da saurin canjin fasaha, canza ma'auni da yuwuwar sabbin masu shiga. Nasarar kasuwanci ba ta kawar da haɗarin.

[17]

102. Me ya sa gasar ta fi girma fiye da ƙayyadaddun GPU kadai?

Rahoton kasafin kudi na 2026 na NVIDIA ya lissafa ayyuka, faɗin samfur, rarrabawa, tallafin software, ƙa'idodi, ƙarfin masana'anta, farashin mai sarrafawa da jimlar farashin tsarin tsakanin abubuwan gasa.

[17]

103. Ta yaya sarrafa fitarwa ke shafar NVIDIA?

Jadawalin kasafin kudinta na 2026 ya bayyana cewa ƙuntatawa na fitarwa da buƙatun lasisi na iya iyakance samfura, abokan ciniki da wuraren da zai iya hidima. Dokoki sun canza, don haka bai kamata a kula da shigar da kwanan watan azaman shawarar doka ta yanzu ba.

[17]

104. Menene bayanan H20 da ke da alaƙa a cikin kasafin kuɗi na 2026?

NVIDIA ya ba da rahoton cajin dala biliyan 4.5 a farkon kwata na kasafin kuɗi na 2026 don H20 wuce gona da iri da wajibai na sayayya bayan ƙarin buƙatun lasisin fitarwa. Wannan bayanin lissafin tarihi ne.

[17]

105. Ta yaya NVIDIA ke kare dukiyarta?

Rahoton kasafin kudi na 2026 ya bayyana haƙƙin mallaka, alamun kasuwanci, sirrin kasuwanci, yarjejeniyar sirri da shirye-shiryen lasisi. Hakanan ya lura cewa kariyar doka ta bambanta a cikin ƙasashe.

[17]

106. Menene wakilin 2026 ya ce game da 'yancin kai?

Wakilin yana bayyana duk daraktoci ban da Shugaba a matsayin masu zaman kansu kuma yana bayyana daraktan jagora mai zaman kansa. Wannan shi ne tsarin tafiyar da kamfani da aka bayyana, ba garantin cewa duk shawarar da hukumar za ta yanke nan gaba tana da inganci.

[18]

107. Wanene aka nada jagora mai zaman kansa a cikin wakili na 2026?

Wakilin ya bayyana Stephen C. Neal a matsayin daraktan jagora. Ya kamata a karanta matsayin mulki tare da kwanan wata saboda alƙawura na iya canzawa.

[18]

108. Shin NVIDIA daraktoci suna tsayawa zabe kowace shekara?

Wakilin 2026 ya bayyana cewa daraktoci suna da wa'adin shekara guda kuma suna tsayawa takara a kowace shekara. Don haka masu hannun jari suna da kuri'ar zaɓen darektoci akai-akai.

[18]

109. Menene mai hannun jarin NVIDIA kuri'ar ce-kan-biya?

Wakilin 2026 ya bayyana ƙuri'ar ba da shawara na shekara-shekara, mara ɗauri kan biyan diyya na jami'an zartarwa. Yana ba masu hannun jari murya akan biyan kuɗi amma ba daidai ba ne da saita kowane albashi kai tsaye.

[18]

110. Shin Jensen Huang mutum ɗaya ne da NVIDIA Corporation?

A'a. Fayilolin sun bayyana Huang a matsayin mai zartarwa da darakta, yayin da NVIDIA kamfani ne tare da masu hannun jari, kwamiti, jami'ai da ayyukan bayar da rahoto. Shahararren mutum ba ya share waɗancan ayyuka daban-daban.

[18]

18. Jagoranci da karanta da'awar jama'a

111. Menene Huang ya gaya wa ɗalibai Stanford game da juriya a 2024?

Rahoton Stanford ya ce ya ba da shawara ga rashin tsammani da tsayin daka, yana tattauna yadda koma baya za ta iya haɓaka hali. Ya rubuta buri nasa na cewa ɗalibai su fuskanci zafi da wahala. Wannan yana kwatanta shawararsa, ba takardar sayan magani na duniya don sarrafa mutane ba.

[19]

112. Shin Huang ya ba da cikakkiyar ma'anar hankali na wucin gadi a Stanford?

Rahoton na 2024 Stanford ya ce ya jaddada cewa mutane da farko suna buƙatar yarjejeniya kan ma'anar nasara. Hakanan yana rikodin rashin tabbas game da ko AI zai iya kwaikwayi tunanin ɗan adam.

[19]

113. Shin yakamata a karanta hasashen AI na Huang a matsayin tabbataccen sakamako?

A'a. Stanford's Account 2024 yana gabatar da iyawar AI na gaba a matsayin tsinkaya. Rahoton shekara-shekara na NVIDIA daban ya yi gargadin cewa maganganun gaba sun ƙunshi rashin tabbas. Hasashen da sakamakon da aka gani iri iri ne na shaida daban-daban.

[19] [17]

19. Ciki GPU gine-gine da CUDA software

114. Menene host da device suke nufi a cikin CUDA?

host shine CPU kuma memorin haɗin kai kai tsaye; device shine GPU da kuma haɗin ƙwaƙwalwar ajiyarsa kai tsaye. Shirye-shiryen CUDA suna raba aiki a cikin waɗannan sassan tsarin iri-iri.

[20]

115. Shin aikace-aikacen CUDA yana farawa da gudana akan GPU?

A'a. Jagoran CUDA ya ce aikace-aikacen suna farawa akan CPU. Lambar mai watsa shiri na iya canja wurin bayanai, ƙaddamar da aikin GPU kuma jira a kammala ayyukan; Hakanan aikin CPU da GPU na iya haɗuwa.

[20]

116. Menene CUDA kernel?

A kernel aiki ne da aka ƙaddamar don aiwatarwa akan GPU. Ƙaddamarwa yana farawa da yawa threads yana aiwatar da lambar sa a layi daya, maimakon ma'anar cewa duk aikace-aikacen ya koma GPU.

[20]

117. Menene streaming multiprocessor?

A streaming multiprocessor, ko SM, wani GPU na zartarwa ne mai dauke da rajista, cache/raba kayan memori da na'urorin lissafi. CUDA jadawalin zaren blocks akan SMS; ainihin albarkatun sun bambanta a cikin gine-gine.

[20]

118. Ta yaya threads, blocks da grids suka dace?

An haɗa zaren zuwa zaren blocks, kuma blocks suna samar da grid. Tubalan da grids na iya amfani da girma ɗaya, biyu ko uku don yin taswirar lissafi akan bayanai. Duk threads na katanga guda yana aiwatarwa akan SM guda ɗaya.

[20]

119. Menene CUDA warp?

Ƙungiyoyin warp 32 threads a cikin toshe. Rukunin aiwatarwa ne da samfurin SIMT ke amfani dashi, ba ƙidayar duk threads da GPU zai iya gudanarwa ba.

[20]

120. Menene SIMT yake nufi?

SIMT yana nufin Single-Instruction Multiple-Threads. Zaren da ke cikin warp suna aiwatar da lambar kernel iri ɗaya, amma suna iya bin rassa daban-daban. Wannan yana ba masu haɓaka ƙirar tsarin shirye-shirye na tushen zare don aiki ɗaya.

[20]

121. Me yasa rassa daban-daban zasu iya rage inganci GPU?

Lokacin da threads a cikin warp ya ɗauki hanyoyi daban-daban, wasu hanyoyi na iya zama marasa aiki yayin da ɗayan hanyar ke aiki. Don haka jagorar CUDA tana ba da shawarar rage bambance-bambancen da ba dole ba idan zai yiwu. Bambance-bambancen damuwa ne na aiki, ba kuskuren shirye-shirye kai tsaye ba.

[20]

122. Menene GPU shared memory?

Ƙwaƙwalwar ajiya tana da sauri akan guntu ƙwaƙwalwar ajiya mai alaƙa da SM kuma an ware don toshe zaren. Zaren na iya amfani da shi don musanya da sake amfani da bayanai. Ya bambanta da babban ƙwaƙwalwar duniya da aka haɗe zuwa GPU.

[20]

123. Menene CUDA Unified Memory?

Unified Memory yana ba da damar aikace-aikacen keɓance ƙwaƙwalwar ajiya ga lambar CPU ko GPU, tare da shiga ko sanya wuri ta hanyar software da hardware na lokaci-lokaci. Zai iya sauƙaƙa shirye-shirye, amma wurin bayanai da ƙaura mara amfani har yanzu suna shafar aiki.

[20]

124. Me yasa dole ne a haɗa haɗin kai GPU threads?

Zaren da ke raba bayanai na iya fuskantar yanayin tsere ko haɗarin ƙwaƙwalwar ajiya. Jagoran CUDA yana bayanin aiki tare-matakin toshe, gami da daidaitawathreads, don haka haɗin gwiwar threads na iya daidaitawa lokacin da ake buƙata.

[21]

125. Menene aka haɗa damar shiga ƙwaƙwalwar ajiyar GPU?

Haɗin kai yana faruwa lokacin da aka haɗa buƙatun ƙwaƙwalwar ajiya ta threads zuwa ingantaccen ma'amalar ƙwaƙwalwar ajiya. Jagoran CUDA yana bayanin dalilin da yasa tsara threads makwabci don samun damar bayanan maƙwabta galibi yana da mahimmanci kamar kayan aikin lissafi.

[21]

126. Ana rubuta shirye-shiryen CUDA a cikin C++ kawai?

A'a. Jagoran CUDA na yanzu yana kwatanta SIMT kernels a cikin C++ da Python. Samfurin shirye-shiryen ya bambanta da kowane harshe da aka goyan baya, kodayake akwai fasalulluka da musanyawa na iya bambanta.

[21]

127. Menene Transformer Engine a cikin Blackwell?

NVIDIA yana bayyana ƙarni na biyu na Blackwell Transformer Engine a matsayin haɗin kayan masarufi na Tensor Core da software da aka ƙera don haɓaka horarwa-samfurin taransifoma da ƙima. Ƙaƙƙarfan tsarin ƙima da dabarun ƙima suna cikin wannan hanyar.

[22]

128. Menene FP4 yake nufi a cikin kayan Blackwell?

FP4 tsari ne mai ma'ana guda huɗu. NVIDIA yana bayyana dabarun Blackwell don ƙididdige ƙimar AI mai ƙarancin ƙima tare da ƙima mai kyau. Dace da daidaiton samfurin ya dogara da nauyin aiki; Ƙididdigar ƙananan ƙididdiga ba garantin inganci ba ne na duniya.

[22]

129. Me yasa NVLink ke da mahimmanci a cikin manyan tsarin GPU?

NVLink yana samar da sadarwa mai sauri tsakanin masu sarrafawa. Bayanin NVIDIA's Blackwell yana bayyana NVLink kuma yana canzawa azaman hanyoyin haɗin GPUs da yawa don haka za'a iya rarraba manyan ayyuka a cikin tsarin.

[22]

130. Menene tsarin GB200 NVL72?

NVIDIA yana bayyana GB200 NVL72 a matsayin tsarin sikeli mai sanyaya ruwa mai 36 Grace CPUs da 72 Blackwell GPUs. Wannan tsari ne mai suna, ba ƙayyadaddun kowane samfurin Blackwell ba.

[22]

131. Me injin Blackwell RAS yake yi?

RAS yana nufin Dogara, Samfura da Samar da Sabis. NVIDIA yana bayanin ingin Blackwell da aka keɓe wanda ke lura da lafiyar kayan aiki da software, samar da bincike kuma yana taimakawa gano kurakurai da tsara tsarin kulawa. Wannan damar ƙira ce, ba alƙawarin faɗuwar lokaci ba.

[22]

Kammalawa: Bi Shaidar, Fahimtar Tsarin

Labarin Jensen Huang wani bangare ne na tarihin sirri kuma bangare ne na tarihin kamfani, dandamalin haɓakawa da masana'antar sarrafa kwamfuta da ke canza. Fahimtar shi yana buƙatar fiye da kanun kanun shahararrun mutane ko ƙayyadaddun guntu guda ɗaya. Bayanan jama'a game da iyali yakamata su kasance cikin bayanan jama'a. Ya kamata a ɗaure da'awar samfur zuwa gine-gine mai suna da nauyin aiki. Ya kamata a karanta nasarorin kamfani tare da gasa, dogaro da wadata da sa ido. Tambaya mafi fa'ida don haka ba wai wanene Jensen Huang kaɗai ba, amma menene shaidar ke taimaka mana fahimtar mutane da tsarin da ke kewaye da NVIDIA.

Nassoshi da Karin Karatu

  1. NVIDIA, official board bio of Jensen Huang
  2. Stanford School of Engineering, "Jensen Huang" (Engineering Hero profile)
  3. Carnegie Corporation, Great Immigrants profile
  4. Wikipedia, "Jensen Huang" (page dated 2026-11-03; itself citing the New Yorker, the Wall Street Journal, Wired, Forbes, Tae Kim's "The Nvidia Way", Stephen Witt's "Thinking Machine", and others)
  5. Forbes real-time profile, Jensen Huang (net worth as of 11/9/26; profile last updated Sep 15, 2026)
  6. BBC News, "What we know about Nvidia CEO's affair with suspected Chinese spy" (Nov 9, 2026)
  7. Business Insider, "Who is Lori Huang, Nvidia CEO Jensen Huang's wife of over 40 years" (Nov 9, 2026)
  8. Business Insider, "Here's how Nvidia CEO Jensen Huang met his wife" (Nov 25, 2024, updated)
  9. Oregon State University College of Engineering, "Jen-Hsun and Lori Mills Huang Collaborative Innovation Complex" (2023)
  10. Associated Press, "China dismisses as a smear campaign claims of a spy plot involving Nvidia CEO Jensen Huang" (Nov 9, 2026)
  11. NVIDIA, official corporate timeline
  12. Wikipedia, "Nvidia" (retrieved Nov 10, 2026; citing SEC filings, company releases, Reuters, WSJ and others)
  13. NVIDIA investor relations, "NVIDIA Announces Financial Results for Second Quarter Fiscal 2027" (Aug 26, 2026)
  14. Kovara, "History of NVIDIA: From NV1 and GeForce to CUDA and AI Data Centers" (Sep 29, 2026; itself citing NVIDIA's timeline, IEEE Computer Society, NeurIPS proceedings, NVIDIA newsroom and SEC EDGAR)
  15. Tom's Hardware, "The History of Nvidia GPUs: NV1 to Turing" (Aug 25, 2018)
  16. Reuters, "Nvidia hits $5 trillion valuation as AI boom powers meteoric rise" (Oct 29, 2025)
  17. NVIDIA fiscal 2026 Form 10-K
  18. NVIDIA 2026 proxy statement
  19. Nvidia’s Jensen Huang: The incredible future of AI
  20. CUDA Programming Guide: Programming Model
  21. CUDA Programming Guide: Writing SIMT Kernels
  22. NVIDIA Blackwell Architecture
  23. Encyclopaedia Britannica: Jensen Huang
  24. Jensen Huang describes NVIDIA near-death experiences in his 2023 National Taiwan University address
  25. NVIDIA Volta platform announcement (2017)
  26. NVIDIA Ampere Architecture In-Depth
  27. NVIDIA Hopper Architecture In-Depth
  28. NVIDIA Rubin platform announcement (5 January 2026)

By Keshavan Thiagaraja

Private AI Model Developer & AI Security Consultant - Helping SMEs and Enterprises Build Secure AI Solutions, Sydney, Australia

B.Sc. (Computer Science, Mathematics and Statistics)

M.Sc. (Information Technology)

E-Commerce Professional

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