He aha ka Jetson Agx Orin?

Papa helu

• 1. Nā kikoʻī kikoʻī o Jetson AGX Orin
• 2. Nā mea nui o Jetson AGX Orin
• 3. Nā noi o Jetson AGX Orin
• 4. ʻO Jetson AGX Mea Hoʻomohala Kumu
• 5. Nā Kūlana Hana
• 6. Nā pono o Jetson AGX Orin
• 7. Pehea ʻo Jetson AGX Orin i kū ai?
• 8. E hoʻomaka me Jetson AGX Orin

No ke aha la keia? Ke hoʻololi nei ʻo Edge AI pehea mākou e launa pū ai me ka ʻenehana. Ma kahi o ka hilinaʻi ʻana i nā kikowaena kapuaʻi mamao, nā mea hana e like me ka AGX Orin kaʻina ʻikepili ma kahi i hana ʻia ai - e noʻonoʻo i nā mea akamai i ka mālama olakino ʻike koke i nā pilikia a i ʻole nā ​​​​ʻōnaehana ʻoihana e hopu ana i nā hemahema ma ka lele. Me ka 275 TOPS (tera hana i kēlā me kēia kekona) o ka hana, mahalo i kāna Ampere GPU a me Tensor cores, he lele i mua no ka poʻe e makemake ana i ka helu helu kiʻekiʻe ma kahi ʻōnaehana compact-on-module.

ʻO ka ʻohana Jetson kahi mea e hele ai no nā mea hoʻomohala, a noho ka AGX Orin ma luna. Ke hoʻohālikelike ʻia i kona mau kaikaina e like me ka Xavier NX a i ʻole TX2, he holoholona pae aʻe ia, e hui pū ana i ka mana pono me ka mana helu koʻikoʻi. Inā paha ʻoe i loko o ka robotics, IoT, a i ʻole ke aʻo ʻana i nā mīkini, ʻo kēia kit — piha me ka JetPack SDK — hāʻawi iā ʻoe i nā mea hana e kūkulu ai i nā noi AI ʻokiʻoki.

Nā kikoʻī kikoʻī o Jetson AGX Orin

ʻO nā hiʻohiʻona nui o Jetson AGX Orin

ʻAʻole ʻo NVIDIA Jetson AGX Orin wale nō ka lakohana - he mea hoʻololi pāʻani no ka ʻaoʻao AI. Hoʻomaka kēia kamepiula papa hoʻokahi me nā hiʻohiʻona e lilo ia i mea koho kiʻekiʻe no nā mea hoʻomohala, nā mea leʻaleʻa robotics, a me nā ʻoihana ʻoihana. E luʻu kākou i ka mea e hoʻokaʻawale ai.

A. Hiki i ka AI holomua

ʻAi kēia mea i ke aʻo hohonu no ka ʻaina kakahiaka. Me kāna mau Ampere GPU a me Tensor cores, e piʻi ana ia a hiki i 275 TOPS no ka hana manawa maoli. Pono nā pūnaewele neural no ka ʻike mea a i ʻole ka ʻāpana semantic? Pau. Hoʻokumu ʻia ia no nā paipu inference, ka lawelawe ʻana i nā hana aʻo mīkini paʻakikī-e like me ka mana o nā mīkini autonomous a i ʻole crunching generative AI-me ka ʻole o ka uha ʻana. ʻO nā kūlanakauhale akamai a i ʻole ka mālama olakino, hāʻawi ka AGX Orin i ka AI kiʻekiʻe ma kahi e pono ai.

B. Hoʻohui ʻia ʻo Multi-Sensor

Loaʻa iā ʻoe nā kāmera a i ʻole nā ​​​​mea ʻike? Aloha ka Jetson AGX Orin iā lākou. Kākoʻo ia i nā kikowaena kiʻekiʻe e like me MIPI CSI a me GMSL, kūpono no ka ʻikepili wikiō ma nā kahawai he nui. E noʻonoʻo i nā ʻōnaehana akamai i ka nānā ʻana i nā kaʻa a i ʻole nā ​​ʻōnaehana ʻoihana e nānā ana i nā laina hana. He poʻokela ia ma ka hui pū ʻana o nā sensor, e hui pū ana i ka ʻikepili no ka hoʻokele kūʻokoʻa a i ʻole ka hoʻohālikelike ʻana i nā robotics. Ua hoʻokomo ʻia ʻo AI e hoʻololi ana i kona mau ʻiʻo.

C. Pūnaehana Pūnaehana Pūnaewele

ʻAʻohe lako lako lako me ka lako polokalamu pepehi kanaka. ʻO ka JetPack SDK kāu tiketi, e hui pū ana i ka TensorRT no ka hoʻohālikelike ʻana, CUDA no ka hoʻopili maʻamau, a me nā mea hana Linux no ka maʻalahi. He pahu hoʻomohala piha ia, e ʻae iā ʻoe e prototype i nā noi AI me ka wikiwiki - inā no IoT, nā polokalamu akamai, a i ʻole ka hoʻoili wikiō. Makemake ʻoe i ka containerization a i ʻole ka hoʻonohonoho ʻana i ke ao? Ua uhi ia oe.

ʻAʻole ʻenehana wale ka Jetson AGX Orin—he mea hana no ka hana hou. Mai ka hoʻolālā ʻana i ka ikehu a hiki i nā hiʻohiʻona ʻokiʻoki, ua mākaukau ia no nā hoʻokūkū hou. Inā ʻoe e kūkulu nei i nā ʻōnaehana kūʻokoʻa a i ʻole ke koi ʻana i nā palena computing edge, ʻo ia kāu launchpad.

Nā noi o Jetson AGX Orin

ʻO ka NVIDIA Jetson AGX Orin ʻaʻole ia he mea pāʻani ʻenehana wale nō - he limahana hana ia e hoʻoikaika ana i nā hoʻonā honua maoli. Me kona ʻiʻo AI, hoʻoponopono kēia kamepiula papa hoʻokahi i nā mea āpau mai nā robotics a i nā kūlanakauhale akamai. Eia kahi e alohilohi ai.

H. Lopako a me na Mīkini Autonomous

No nā ʻōnaehana autonomous, he moeʻuhane ka AGX Orin. ʻO kāna Ampere GPU a me Tensor cores e churn ma o nā hana aʻo hohonu e like me ka ʻike mea a me ka hoʻokele autonomous, e piʻi ana i 275 TOPS. ʻO nā bots hale kūʻai kiʻi e pale ana i nā pilikia a i ʻole nā ​​​​drone ma ka palapala ʻāina - mahalo nui i ka hana manawa maoli. Makemake nā mea hoʻomohala no ka prototyping i nā papahana robotics, me JetPack SDK e hoʻomaʻamaʻa i ka holo.

B. Nā Hana Hana a me nā Hana Hana

Ma nā hoʻonohonoho ʻoihana, hoʻomaikaʻi kēia holoholona i nā kahe hana. E noʻonoʻo i nā hale hana akamai e hoʻohana ana i ka ʻikepili wikiō e ʻike i nā hemahema a i ʻole ke aʻo ʻana i ka mīkini no ka mālama wānana. Me ke kākoʻo multi-sensor, mālama ia i nā kahawai he nui - e ʻōlelo, nā kāmera a me nā mea ʻike - e hōʻoia ana i ka mana o ka maikaʻi o ka hana kiʻekiʻe. He lanakila ia no ka hana ʻana, ʻoki ʻana i ka manawa a me ka hoʻonui ʻana i ka pono.

C. Na Kulanakauhale akamai a me IoT

Ke hilinaʻi nui nei nā kūlanakauhale akamai i ka computing lihi, a hāʻawi ka AGX Orin. Hoʻoikaika ia i ka nānā wikiō no ka hoʻokele kaʻa a i ʻole nā ​​​​hana akamai e like me nā grids ikehu. Hiki i nā mea IoT i hoʻopaʻa ʻia iā ia ke hana i ka ʻikepili ma ka pūnaewele, e lele ana i ka lag kapuaʻi. Inā ʻo ia ka māhele semantic no ka nānā ʻana i ka lehulehu a i ʻole ka loiloi manawa maoli no ka hoʻolālā kūlanakauhale, he pōhaku kihi ia no nā kūlanakauhale o ka hanauna e hiki mai ana.

D. Nā Hana Hana Ola

Ma ka mālama olakino, lawe mai ka AGX Orin i nā noi AI i ke ola. He kūpono ia no nā diagnostics AI-powered, ka nānā ʻana i nā scans me nā neural networks, a i ʻole ka holo ʻana i ka helu pose no ka ʻenehana rehab. Hoʻohana nā halemaʻi i kona mana helu no ka nānā ʻana i ka maʻi i ka manawa maoli - e noʻonoʻo i nā ʻaoʻao moe ʻaʻole e ʻā. Ua lawa ka ikehu no ka lako lawe lima.

ʻO Jetson AGX Mea Hoʻomohala Kumu

ʻO ka NVIDIA Jetson AGX Orin Developer Kit ʻaʻole ia he pahu o nā ʻāpana - he mea hoʻolaha ia no nā mea moeʻuhane AI. Inā paha ʻoe i loko o ka robotics, nā kūlanakauhale akamai, a i ʻole ke aʻo hohonu, hoʻokomo kēia pahu i nā mea hana kiʻekiʻe ma kou mau lima. E wehe kāua i kāna mea e hāʻawi ai.

A. He aha ka mea i komo i loko o ka mea hoʻomohala

Wehe i ka pahu, a ua loaʻa iā ʻoe ka module Jetson AGX Orin—e noʻonoʻo iā Ampere GPU, Tensor cores, a hiki i 275 TOPS o ka mana helu. Hele mai ia me kahi papa lawe kuhikuhi e pāʻani ana i nā kikowaena kiʻekiʻe e like me USB 3.2, HDMI, a me nā slot NVMe no ka waiho ʻana ma waho o ka eMMC. E kiola i nā mea hoʻololi mana, nā kaula, a me kahi koho microSD, a ua mākaukau ʻoe e ʻōwili. He ʻōnaehana-ma-module i kūkulu ʻia no ka hana.

B. Pehea ʻo ia e kākoʻo ai i ka Prototyping wikiwiki

He mea mālama manawa kēia pahu no nā mea hoʻomohala. Hoʻohui pū ʻia me ka JetPack SDK, loaʻa iā ʻoe ka TensorRT no ka hoʻopiʻi slick, CUDA no nā tweak maʻamau, a me nā mea maikaʻi Linux e hoʻomaka i nā noi AI. Makemake ʻoe e hoʻāʻo i ka ʻikepili wikiō a i ʻole nā ​​​​pūnaewele neural no nā mīkini autonomous? E hoʻopaʻa i nā kiʻi paʻi kiʻi ma o MIPI CSI, a ke hana nei ʻoe i ka hana manawa maoli i nā hola, ʻaʻole nā ​​pule. E pili ana i ka scalability—hoʻomaka i ka liʻiliʻi, ka nui.

C. Reconfigurability no Orin NX a me Nano

ʻO ka maʻalahi ka mōʻī ma ʻaneʻi. Hoʻokani maikaʻi ka papa me ka Orin NX a me Orin Nano, e ʻae iā ʻoe e hoʻololi i nā modula e pili ana i kāu mau pono-emi TOPS no ka IoT ikaika, ʻoi aku no ka ʻiʻo ʻoihana. He pahu hoʻomohala e ulu pū ana me kāu papahana, inā ʻoe e aʻo ana i ka mīkini no nā polokalamu akamai a i ʻole ka hoʻoili wikiō no nā ʻōnaehana akamai.

Nā Kūlana Hana

ʻAʻole hype wale ka NVIDIA Jetson AGX Orin - he holoholona hana kiʻekiʻe me nā helu e hoʻihoʻi iā ia. Inā ʻoe e koi ana i ka AI, robotics, a i ʻole nā ​​​​wikiō wikiō, e haʻi ana kāna mau hiʻohiʻona i kahi moʻolelo o ka mana compute raw. E ʻeli kākou i ka ʻikepili.

A. MLPerf Nā hualoaʻa

Ma nā ho'āʻo MLPerf - he kūlana gula no ka ʻiʻo AI - ʻoi aku ka ikaika o ka AGX Orin. Me kāna Ampere GPU a me Tensor cores, hiki i ka 275 TOPS (tera hana i kēlā me kēia kekona), nā hana puhi e like me ka ʻike mea a me ka māhele semantic. Ke holo nei i nā paipu inference me TensorRT, e hoʻoheheʻe ʻia ma o nā kumu hoʻonaʻauao hohonu - e noʻonoʻo i nā mea hoʻololi ʻike a i ʻole AI generative - i nā wikiwiki e waiho ai i nā mea hoʻokūkū i ka lepo. No ka hana manawa maoli, he Champ.

B. Hoʻohālikelike me nā mea hoʻohālike ʻē aʻe Jetson

Hoʻopaʻa iā ia me ka Jetson TX2 (1.3 TOPS) a i ʻole Xavier NX (21 TOPS), a he ʻano ʻokoʻa ka AGX Orin. ʻO ka Jetson AGX Xavier (32 TOPS) ke nānā aku ma hope o kēia rig aʻe. ʻO kāna LPDDR5 RAM a me ka multi-core Cortex CPU e mālama i nā kahawai he nui-e ʻōlelo, ka hoʻoili wikiō no nā kūlanakauhale akamai-me ka maʻalahi. ʻO ka lele ʻana i ka hana, ʻoi aku ka nui o nā mīkini autonomous a i ʻole nā ​​​​mea akamai e holo i nā ʻupena neural paʻakikī me ka ʻole o ka ʻū.

C. FPS o ka honua maoli a me ka wikiwiki o ka hana

He mea nui ke kumukūʻai, a hāʻawi ka AGX Orin. Ma ka ʻikepili wikiō, hoʻopaʻa ʻo ia i ka FPS (frames per second) ma ka ʻākau o 100 ma nā hoʻonohonoho multi-camera, mahalo i ka wikiwiki o ka lako. Ke ho'āʻo nei i nā ʻōnaehana akamai a i ʻole nā ​​hihia hoʻohana ʻoihana? Hoʻohana ʻo ia i nā kahawai 4K i ka wikiwiki, mālama pono i ka ikehu ma lalo o ka ukana. Ua hoʻokomo ʻia ʻo AI ʻaʻole e lele.