Kodi Jetson Agx Orin ndi chiyani?

M'ndandanda wazopezekamo

• 1. Mafotokozedwe aukadaulo a Jetson AGX Orin
• 2. Zofunika Kwambiri za Jetson AGX Orin
• 3. Ntchito za Jetson AGX Orin
• 4. Jetson AGX Original Developer Kit
• 5. Zizindikiro za Ntchito
• 6. Ubwino wa Jetson AGX Orin
• 7. Kodi Jetson AGX Orin Amadziwika Bwanji?
• 8. Kuyamba ndi Jetson AGX Orin

N’chifukwa chiyani zimenezi zili zofunika? Edge AI ikusintha momwe timalumikizirana ndiukadaulo. M'malo modalira ma seva akutali amtambo, zida ngati AGX Orin ndondomeko ya data pomwe idapangidwira - ganizirani zida zanzeru pakuzindikira zachipatala nthawi yomweyo kapena makina akumafakitale omwe amapeza zolakwika pa ntchentche. Ndikugwira ntchito mpaka 275 TOPS (tera pa sekondi iliyonse), chifukwa cha Ampere GPU ndi Tensor cores, ndikudumphira patsogolo kwa aliyense amene akufunika makompyuta ochita bwino kwambiri mu compact system-on-module.

Banja la Jetson lakhala lopita kwa omanga, ndipo AGX Orin imakhala pamwamba. Poyerekeza ndi abale ake monga Xavier NX kapena TX2, ndi chilombo chotsatira, chophatikiza mphamvu zamagetsi ndi mphamvu zowerengera. Kaya mumakonda robotic, IoT, kapena kuphunzira pamakina, zida izi, zomwe zili ndi JetPack SDK, zimakupatsani zida zopangira mapulogalamu apamwamba a AI.

Zolemba Zaukadaulo za Jetson AGX Orin

Zofunikira za Jetson AGX Orin

NVIDIA Jetson AGX Orin sikuti ndi zida zokha - ndizosintha masewera a m'mphepete mwa AI. Kompsuta yokhala ndi bolodi imodzi imawala ndi zinthu zomwe zimapangitsa kuti ikhale yosankhika kwambiri kwa opanga, okonda ma robotiki, komanso akatswiri amakampani. Tiyeni tilowe muzomwe zimasiyanitsa.

A. Kuthekera kwapamwamba kwa AI

Izi zimadya kuphunzira mozama kwa kadzutsa. Ndi Ampere GPU ndi Tensor cores, imatuluka mpaka 275 TOPS pakukonza zenizeni zenizeni. Mukufuna ma neural network kuti muzindikire zinthu kapena magawo a semantic? Zatheka. Amapangidwira mapaipi ongoyerekeza, kugwira ntchito zovuta zophunzirira makina - monga kupatsa mphamvu makina odziyimira pawokha kapena AI yopumira - osatuluka thukuta. Kaya ndi mizinda yanzeru kapena chisamaliro chaumoyo, AGX Orin imapereka AI yochita bwino kwambiri komwe ikufunika kwambiri.

B. Kuphatikiza kwa Multi-Sensor

Muli ndi makamera kapena masensa? Jetson AGX Orin amawakonda. Imathandizira pamayendedwe othamanga kwambiri ngati MIPI CSI ndi GMSL, yabwino pakuwunikira makanema pamitsinje ingapo. Ganizirani njira zanzeru zotsatirira magalimoto kapena njira zama mafakitale zowunikira. Ndiwopambana pakuphatikizika kwa masensa ambiri, kuphatikiza deta yakuyenda moyenda moyenda kapena kuyerekeza kwamaloboti. Ndiwo ophatikizidwa AI kusinthasintha minyewa yake.

C. Software Ecosystem

Palibe zida zazikulu zomwe zimatha popanda pulogalamu yakupha. JetPack SDK ndi tikiti yanu, yomanga TensorRT kuti muthe kuwongolera bwino, CUDA yolembera makonda, ndi zida za Linux zosinthika. Ndi zida zomangirira zonse, zomwe zimakulolani kuti mupange mawonekedwe a AI mwachangu, kaya ndi IoT, zida zanzeru, kapena kukonza makanema. Mukufuna kuyika zotengera kapena zoyika pamtambo? Zakuphimbidwa.

Jetson AGX Orin siukadaulo chabe - ndi zida zopangira zatsopano. Kuchokera pamapangidwe osagwiritsa ntchito mphamvu mpaka zida zapamwamba kwambiri, ndikukonzekera zovuta zamtundu wina. Kaya mukupanga makina odziyimira pawokha kapena mukukankhira malire apakompyuta, iyi ndiye pulogalamu yanu yoyambira.

Ntchito za Jetson AGX Orin

NVIDIA Jetson AGX Orin si chidole chabe chaukadaulo-ndi chida champhamvu chothandizira mayankho adziko lenileni. Ndi minofu yake ya m'mphepete mwa AI, kompyuta yokhala ndi bolodi imodzi imayendetsa chilichonse kuyambira ma robotiki kupita kumizinda yanzeru. Apa ndi pamene chikuwala.

A. Maloboti ndi Makina Odziyimira Pawokha

Kwa machitidwe odziyimira pawokha, AGX Orin ndi loto. Ampere GPU yake ndi ma Tensor cores amadutsa muzochita zozama zophunzirira monga kuzindikira zinthu ndikuyenda pawokha, kugunda mpaka 275 TOPS. Zithunzi za malo osungiramo zinthu zomwe zikulepheretsa zopinga kapena mapu a drones - zonse chifukwa cha kukonza nthawi yeniyeni. Madivelopa amawakonda popanga ma prototyping robotics, JetPack SDK ikuwongolera kukwera.

B. Industrial and Manufacturing Solutions

M'mafakitale, chilombo ichi chimapangitsa kuti ntchito zitheke. Ganizirani mafakitale anzeru omwe amagwiritsa ntchito kusanthula kwamakanema kuti awone zolakwika kapena kuphunzira pamakina kuti akonzeretu. Ndi chithandizo cha ma sensor ambiri, imayendetsa mitsinje yambiri-titi, makamera ndi masensa-kuwonetsetsa kulamulira kwapamwamba kwambiri. Ndiko kupambana pakupanga, kuchepetsa nthawi yochepetsera komanso kukulitsa luso.

C. Smart Cities ndi IoT

Mizinda yanzeru imatsamira kwambiri pamakompyuta am'mphepete, ndipo AGX Orin imapereka. Imathandizira kuyang'anira makanema pakuwongolera magalimoto kapena zomangamanga mwanzeru ngati ma gridi amagetsi. Zida za IoT zomangika kwa izo zimatha kukonza deta patsamba, kudumpha kutsika kwamtambo. Kaya ndi gawo la semantic pakuwunika kuchuluka kwa anthu kapena kusanthula zenizeni zenizeni pokonzekera mizinda, ndimwala wapangodya wa mizinda yotsatira.

D. Healthcare Innovations

Pazaumoyo, AGX Orin imabweretsa ntchito za AI. Ndikwabwino pakuwunika koyendetsedwa ndi AI, kusanthula masikeni ndi ma neural network, kapena kuthamanga kuyerekezera kwaukadaulo wa rehab. Zipatala zimagwiritsa ntchito mphamvu zake zowerengera odwala nthawi yeniyeni - ganizirani zida zapampando wa bedi zomwe sizimayang'anira. Ndiwopanda mphamvu zokwanira zida zonyamulikanso.

Jetson AGX Original Developer Kit

The NVIDIA Jetson AGX Orin Developer Kit si bokosi la magawo - ndi poyambira kwa olota m'mphepete mwa AI. Kaya mumakonda maloboti, mizinda yanzeru, kapena kuphunzira mozama, zida izi zimayika zida zogwira ntchito kwambiri m'manja mwanu. Tiyeni titulutse zomwe ikupereka.

A. Zomwe zili mu Developer Kit

Tsegulani bokosilo, ndipo muli ndi gawo la Jetson AGX Orin — ganizirani Ampere GPU, Tensor cores, mpaka 275 TOPS yamphamvu yowerengera. Imabwera ndi bolodi yonyamulira yamasewera othamanga kwambiri ngati USB 3.2, HDMI, ndi mipata ya NVMe yosungirako kupitilira eMMC. Ponyani ma adapter amagetsi, zingwe, ndi njira ya microSD, ndipo mwakonzeka kugudubuza. Ndi dongosolo-pa-module yopangidwira kuchitapo kanthu.

B. Momwe Imathandizira Prototyping Yofulumira

Zidazi zimapulumutsa nthawi kwa opanga. Wophatikizidwa ndi JetPack SDK, mumapeza TensorRT kuti mumve bwino, CUDA ya ma tweaks achizolowezi, ndi zabwino za Linux kuti mulumphe ntchito za AI. Mukufuna kuyesa ma analytics amakanema kapena ma neural network pamakina odziyimira pawokha? Lumikizani makamera kudzera pa MIPI CSI, ndipo mukupanga ma prototyping nthawi yeniyeni m'maola, osati masabata. Zonse zimatengera kukula - kuyambira pang'ono, zazikulu.

C. Reconfigurability kwa Orin NX ndi Nano

Kusinthasintha ndi mfumu pano. Bolodi imasewera bwino ndi Orin NX ndi Orin Nano, kukulolani kuti musinthe ma modules malinga ndi zosowa zanu-zochepa TOPS za IoT yogwiritsira ntchito mphamvu, zambiri za minofu ya mafakitale. Ndi zida zomangira zomwe zimakula ndi projekiti yanu, kaya mukulembera makina ophunzirira pazida zanzeru kapena kukonza makanema pazomangamanga zanzeru.

Zoyezera Zochita

NVIDIA Jetson AGX Orin sikuti ndi hype chabe - ndi chilombo chochita bwino kwambiri chokhala ndi manambala oti athandizire. Kaya mukukankhira m'mphepete mwa AI, ma robotiki, kapena kusanthula kwamakanema, ma benchmarks ake amafotokoza nkhani yamphamvu ya compute. Tiyeni tifufuze mawerengero.

Zotsatira za A. MLPerf Inference

M'mayeso a MLPerf - muyezo wagolide wa AI minofu - AGX Orin imasinthasintha mwamphamvu. Ndi Ampere GPU ndi Tensor cores, imagunda mpaka 275 TOPS (tera ntchito pa sekondi imodzi), ntchito zosuta monga kuzindikira zinthu ndi magawo a semantic. Kuthamanga mapaipi olowera ndi TensorRT, imadutsa mumitundu yozama yophunzirira - lingalirani zosinthira masomphenya kapena AI yotulutsa - pa liwiro lomwe limasiya opikisana nawo pafumbi. Kwa processing nthawi yeniyeni, ndi ngwazi.

B. Kuyerekeza ndi Mitundu Ina ya Jetson

Ikani motsutsana ndi Jetson TX2 (1.3 TOPS) kapena Xavier NX (21 TOPS), ndi mtundu wina wa AGX Orin. Ngakhale Jetson AGX Xavier (32 TOPS) amawoneka ngati wodekha pafupi ndi mtundu wotsatirawu. LPDDR5 RAM yake ndi Cortex CPU yamitundu yambiri imayendetsa mitsinje ingapo - titi, kukonza makanema pamizinda yanzeru - mosavuta. Kudumphadumpha kwa magwiridwe antchito kumatanthauza kuti makina odziyimira pawokha kapena zida zanzeru zimatha kuyendetsa ma neural network ovuta popanda kutsamwitsidwa.

C. Real-World FPS ndi Processing Speed

Mitengo imafunika, ndipo AGX Orin imapereka. Mu analytics amakanema, imawotchera FPS (mafelemu pamphindikati) kumpoto kwa 100 pakupanga makamera ambiri, chifukwa cha mathamangitsidwe a hardware. Kuyesa zomangamanga mwanzeru kapena milandu yogwiritsira ntchito mafakitale? Imayendetsa mitsinje ya 4K pa liwiro lalikulu, ndikusunga mphamvu zopatsa mphamvu ngakhale zitalemedwa. Ndilo lophatikizidwa ndi AI lomwe silimagwedezeka.