Menene Jetson Agx Orin?

Teburin Abubuwan Ciki

• 1. Bayanan fasaha na Jetson AGX Orin
• 2. Key Features na Jetson AGX Orin
• 3. Aikace-aikace na Jetson AGX Orin
• 4. Jetson AGX Original Developer Kit
• 5. Ma'auni na Ayyuka
• 6. Amfanin Jetson AGX Orin
• 7. Ta yaya Jetson AGX Orin Ya Fito?
• 8. Farawa tare da Jetson AGX Orin

Me yasa wannan ya shafi? Edge AI yana canza yadda muke hulɗa da fasaha. Maimakon dogaro da sabar girgije mai nisa, na'urori kamar AGX Orin suna aiwatar da bayanan daidai inda aka ƙirƙira su-tunanin na'urori masu wayo a cikin abubuwan da ke gano lamuran lafiya nan take ko tsarin masana'antu suna kama lahani akan tashi. Tare da har zuwa 275 TOPS (ayyukan tera a cikin sakan daya) na aiki, godiya ga Ampere GPU da Tensor cores, babban ci gaba ne ga duk wanda ke buƙatar babban aiki mai ƙima a cikin ƙaramin tsarin-kan-module.

Iyalin Jetson sun kasance abin tafiya don masu haɓakawa, kuma AGX Orin yana zaune a saman. Idan aka kwatanta da ƴan uwanta kamar Xavier NX ko TX2, dabba ce mai mataki na gaba, tana haɗa ƙarfin ƙarfin aiki tare da ƙididdige ƙarfin gaske. Ko kuna cikin injiniyoyin mutum-mutumi, IoT, ko koyon injin, wannan kit-cikakke tare da JetPack SDK-yana ba ku kayan aikin gina aikace-aikacen AI mai yanke-yanke.

Bayanan fasaha na Jetson AGX Orin

Mabuɗin Maɓalli na Jetson AGX Orin

NVIDIA Jetson AGX Music ba kayan aiki kawai ba ne - mai canza wasa ne don gefen AI. Wannan kwamfutar allo guda ɗaya tana haskakawa tare da fasalulluka waɗanda suka sanya ta zama mafi kyawun zaɓi ga masu haɓakawa, masu sha'awar aikin injiniya, da ribobi na masana'antu. Bari mu nutse cikin abin da ya bambanta shi.

A. Advanced AI Capabilities

Wannan abu yana cin zurfin koyo don karin kumallo. Tare da Ampere GPU da Tensor cores, yana ɗaukar sama har zuwa 275 TOPS don aiki na ainihi. Ana buƙatar hanyoyin sadarwa na jijiya don gano abu ko rarrabuwa? Anyi. An gina shi don bututun ƙira, sarrafa injunan koyon injuna-kamar sarrafa injuna masu cin gashin kansu ko rugujewar AI-ba tare da fasa gumi ba. Ko birane masu wayo ne ko kiwon lafiya, AGX Orin yana ba da babban aiki AI inda ake buƙata mafi girma.

B. Multi-Sensor Haɗuwa

Kuna da kyamarori ko na'urori masu auna firikwensin? Jetson AGX Orin yana son su. Yana goyan bayan manyan musaya masu sauri kamar MIPI CSI da GMSL, cikakke don nazarin bidiyo a fadin rafukan da yawa. Yi tunani mai kaifin ababen more rayuwa bin zirga-zirga ko tsarin masana'antu sa ido kan samar da layukan. Yana da ƙwararriyar haɗakar firikwensin firikwensin, haɗa bayanai don kewayawa mai cin gashin kai ko ƙima a cikin injiniyoyi. Wannan yana haɗa AI yana murza tsokoki.

C. Software Ecosystem

Babu babban kayan aikin da ya cika ba tare da software na kisa ba. JetPack SDK shine tikitin ku, haɗa TensorRT don ingantaccen bayani, CUDA don coding na al'ada, da kayan aikin tushen Linux don sassauci. Cikakken kayan haɓakawa ne, yana ba ku damar ƙirƙirar aikace-aikacen AI cikin sauri-ko na IoT, na'urori masu wayo, ko sarrafa bidiyo. Kuna son ƙera akwati ko saitin asali na gajimare? An rufe ku.

Waƙar Jetson AGX ba fasaha ce kawai ba - kayan aiki ne don ƙirƙira. Daga ƙira mai ƙarfi mai ƙarfi zuwa fasali mai yankewa, yana shirye don ƙalubale na gaba-gaba. Ko kuna gina tsare-tsare masu cin gashin kansu ko tura iyakoki na kwamfuta, wannan shine faifan ƙaddamarwa.

Aikace-aikace na Jetson AGX Orin

NVDIA Jetson AGX Orin ba abin wasa ne kawai na fasaha ba - dokin aiki ne wanda ke ba da damar mafita ta gaske ta duniya. Tare da gefen AI tsoka, wannan kwamfutar tafi-da-gidanka guda ɗaya tana magance komai daga kayan aikin mutum-mutumi zuwa birane masu wayo. Ga inda yake haskakawa.

A. Robotics da Injinan masu cin gashin kansu

Don tsarin sarrafa kansa, AGX Orin mafarki ne. Ampere GPU da Tensor cores ɗin sa suna zurfafa zurfafa ayyukan ilmantarwa kamar gano abu da kewayawa mai cin gashin kai, suna bugawa har zuwa 275 TOPS. Bots na sito na hoto suna kawar da cikas ko taswirar filin jirgin sama - duk godiya ga sarrafa lokaci. Masu haɓakawa suna son shi don ƙirar ayyukan mutum-mutumi, tare da JetPack SDK yana daidaita tafiyar.

B. Masana'antu da Masana'antu Magani

A cikin saitunan masana'antu, wannan dabba yana inganta ayyukan aiki. Yi la'akari da masana'antu masu wayo ta amfani da nazarin bidiyo don gano lahani ko koyo na inji don kiyaye tsinkaya. Tare da goyon bayan firikwensin da yawa, yana sarrafa rafuka masu yawa-ce, kyamarori da na'urori masu auna firikwensin - tabbatar da ingantaccen iko mai inganci. Nasara ce ga masana'anta, yanke lokacin raguwa da haɓaka aiki.

C. Smart Cities da IoT

Garuruwan masu wayo suna dogaro da ƙwaƙƙwaran kwamfuta, kuma AGX Orin yana bayarwa. Yana ba da ikon sa ido na bidiyo don sarrafa zirga-zirga ko abubuwan more rayuwa masu wayo kamar grid makamashi. Na'urorin IoT da ke daure da shi na iya sarrafa bayanai akan rukunin yanar gizon, tsallake lagwar girgije. Ko rarrabuwar kawuna ce don sa ido kan taron jama'a ko nazarce-nazarce na tsarin birane, ginshiƙi ne ga biranen gaba.

D. Sabunta Kiwon Lafiya

A cikin kiwon lafiya, AGX Orin yana kawo aikace-aikacen AI zuwa rayuwa. Yana da cikakke don bincike mai ƙarfi na AI, nazarin binciken bincike tare da cibiyoyin sadarwa na jijiyoyi, ko aiwatar da ƙididdige ƙima don fasahar gyarawa. Asibitoci suna amfani da ikon lissafin sa don sa ido kan majiyyaci na ainihi-tunanin na'urorin gefen gado waɗanda ba sa kyaftawa. Yana da ƙarfin ƙarfin isa ga kayan aiki masu ɗaukar nauyi kuma.

Jetson AGX Asalin Mai Haɓakawa Kit

Kit ɗin Developer Music na NVIDIA Jetson AGX ba kawai kwalin sassa ba ne - ƙaddamarwa ce ga masu mafarkin AI. Ko kuna shiga cikin injiniyoyin mutum-mutumi, birane masu wayo, ko zurfafa ilmantarwa, wannan kit ɗin yana sanya manyan kayan aikin hannu. Bari mu kwashe abin da yake bayarwa.

A. Abin da ke Kunshe a cikin Kayan Haɓakawa

Bude akwatin, kuma kun sami tsarin Jetson AGX Orin — tunanin Ampere GPU, Tensor cores, da har zuwa 275 TOPs na ƙididdige ikon. Ya zo tare da kwamiti mai ɗaukar hoto wanda ke wasa manyan musaya masu saurin sauri kamar USB 3.2, HDMI, da ramukan NVMe don ƙarin ajiya sama da eMMC. Jefa cikin adaftar wutar lantarki, igiyoyi, da zaɓi na microSD, kuma kuna shirye don mirgine. Yana da tsarin-kan-module wanda aka gina don aiki.

B. Yadda Yake Goyan bayan Samar da Sauri

Wannan kit ɗin tanadin lokaci ne ga masu haɓakawa. Haɗe tare da JetPack SDK, kuna samun TensorRT don slick inference, CUDA don tweaks na al'ada, da kyawawan abubuwan Linux don tsalle aikace-aikacen AI. Kuna son gwada nazarin bidiyo ko hanyoyin sadarwar jijiya don injuna masu cin gashin kansu? Haɗa kyamarori ta MIPI CSI, kuma kuna yin samfuri na gaske a cikin sa'o'i, ba makonni ba. Yana da duk game da scalability — fara ƙarami, sikeli babba.

C. Reconfigurability don Orin NX da Nano

Sassauci shine sarki anan. Jirgin yana wasa da kyau tare da Orin NX da Orin Nano, yana ba ku damar musanya kayayyaki dangane da buƙatunku-ƙasasshen TOPS don ingantaccen makamashi na IoT, ƙari don tsokar masana'antu. Kayan haɓakawa ne wanda ke haɓaka tare da aikinku, ko kuna yin rikodin injin koyo don na'urori masu wayo ko sarrafa bidiyo don abubuwan more rayuwa masu wayo.

Alamar Ayyuka

NVIDIA Jetson AGX Music ba wai kawai talla ba ne - dabba ce mai girma da lambobi don tallafawa ta. Ko kuna tura bakin AI, robotics, ko nazarin bidiyo, ma'auninsa suna ba da labari game da ƙarfin ƙididdigewa. Bari mu tono cikin statistics.

Sakamakon Fitowar A. MLPerf

A cikin gwaje-gwajen MLPerf-ma'auni na zinariya don tsokar AI-AGX Orin yana jujjuyawa da ƙarfi. Tare da Ampere GPU da Tensor cores, yana kaiwa har zuwa 275 TOPS (ayyukan tera a sakan daya), ayyukan shan taba kamar gano abu da rarrabuwar ma'ana. Gudun bututun inference tare da TensorRT, yana zurfafa ta hanyar ƙirar ilmantarwa mai zurfi-tunanin masu canza hangen nesa ko haɓaka AI-a cikin saurin da ke barin masu fafatawa a cikin ƙura. Don sarrafa lokaci na ainihi, zakara ce.

B. Kwatanta da Sauran Jetson Model

Sanya shi a kan Jetson TX2 (1.3 TOPS) ko Xavier NX (21 TOPS), kuma AGX Orin wani nau'in daban ne. Ko da Jetson AGX Xavier (32 TOPS) yayi kama da kyau kusa da wannan rig na gaba. LPDDR5 RAM da Multi-core Cortex CPU suna ɗaukar rafuffuka masu yawa-ce, sarrafa bidiyo don birane masu wayo-da sauƙi. Tsalle a cikin aiki yana nufin ƙarin injuna masu cin gashin kansu ko na'urori masu wayo na iya tafiyar da hadaddun hanyoyin sadarwa na jijiyoyi ba tare da shaƙewa ba.

C. Real-Duniya FPS da Saurin sarrafawa

Matsakaicin ƙima suna da mahimmanci, kuma AGX Orin yana bayarwa. A cikin nazarin bidiyo, yana rufe FPS (firam a sakan daya) arewacin 100 akan saitin kyamarori da yawa, godiya ga haɓaka kayan aiki. Gwajin abubuwan more rayuwa mai wayo ko amfani da masana'antu? Yana aiwatar da rafukan 4K a cikin sauri mai girma, yana kiyaye ƙarfin kuzari ko da a ƙarƙashin kaya. Wannan yana cikin AI wanda ba ya jujjuyawa.