Yintoni iJetson Agx Orin?

Isiqulatho

• 1. Iinkcukacha zobuGcisa beJetson AGX Orin
• 2. Iimpawu eziphambili zeJetson AGX Orin
• 3. Usetyenziso lweJetson AGX Orin
• 4. Jetson AGX Original Developer Kit
• 5. IiBenchmarks zentsebenzo
• 6. Izinto eziluncedo zeJetson AGX Orin
• 7. Igqame njani iJetson AGX Orin?
• 8. Ukuqalisa ngeJetson AGX Orin

Kutheni le nto ibalulekile? I-Edge AI iyatshintsha indlela esisebenzisana ngayo neteknoloji. Endaweni yokuxhomekeka kwiiseva zelifu ezikude, izixhobo ezifana nedatha yenkqubo ye-AGX Orin kanye apho idalwe khona-cinga izixhobo ezihlakaniphile kwimiba yokhathalelo lwempilo ngoko nangoko okanye iinkqubo zoshishino zibambe iziphene kubhabho. Ukuya kuthi ga kwi-275 TOPS (imisebenzi ye-tera ngomzuzwana) yokusebenza, enkosi kwi-Ampere GPU yayo kunye ne-Tensor cores, kukutsibela phambili kuye nabani na ofuna ukusebenza okuphezulu kwekhompyuter kwi-compact system-on-module.

Intsapho yaseJetson iye yaba yinto yokuya kubaphuhlisi, kwaye i-AGX Orin ihleli phezulu. Xa kuthelekiswa nabantakwenu abanje ngeXavier NX okanye i-TX2, lirhamncwa elikwinqanaba elilandelayo, lidibanisa ukusebenza kakuhle kwamandla kunye namandla amakhulu ekhompyuter. Nokuba ukwirobhothi, i-IoT, okanye ufunda koomatshini, le khithi-igcwele i-JetPack SDK-ikunika izixhobo zokwakha usetyenziso lwe-AI.

Iinkcukacha zoBugcisa zeJetson AGX Orin

Iimpawu eziphambili zeJetson AGX Orin

I-NVIDIA Jetson AGX Orin ayisiyiyo nje i-hardware-yinguqu yomdlalo kumda we-AI. Le khomputha yebhodi enye ikhanya ngeempawu ezenza ukuba ibe yeyona nto iphambili yokukhetha abaphuhlisi, abathanda iirobhothi, kunye neengcali kwimizi-mveliso. Makhe singene kwinto eyahlulayo.

A. Advanced AI Izakhono

Le nto itya ukufunda okunzulu kwisidlo sakusasa. Nge-Ampere GPU yayo kunye ne-Tensor cores, ikhwela ukuya kuthi ga kwi-275 TOPS yokusetyenzwa kwexesha lokwenyani. Ngaba ufuna iinethiwekhi ze-neural zokubona into okanye ulwahlulo lwesemantic? Ugqibile. Yakhelwe imibhobho yokuthelekelela, ukuphatha imisebenzi entsonkothileyo yokufunda koomatshini-njengokunika amandla oomatshini abazimeleyo okanye i-AI yokuvelisa i-AI-ngaphandle kokubila. Nokuba zizixeko ezikrelekrele okanye ukhathalelo lwempilo, i-AGX Orin inikezela nge-AI esebenza kakhulu apho ifuneka kakhulu.

B. Ukudityaniswa kweeSensor ezininzi

Unazo iikhamera okanye izixhobo zoluvo? UJetson AGX Orin uyabathanda. Ixhasa ujongano olunesantya esiphezulu njenge-MIPI CSI kunye ne-GMSL, ilungele uhlalutyo lwevidiyo kwimisinga emininzi. Cinga i-smart infrastructure tracking traffic okanye iinkqubo zoshishino zokubeka iliso kwimigca yokuvelisa. Yintshatsheli yokudityaniswa kweenzwa ezininzi, ukudibanisa idatha yokukhangela okuzimeleyo okanye uqikelelo lokuma kwiirobhothi. Oko kuhlonyelwe i-AI iguqula izihlunu zayo.

C. Inkqubo yendalo ephilayo

Akukho hardware enkulu epheleleyo ngaphandle kwesoftware ebulalayo. I-JetPack SDK litikiti lakho, lidibanisa iTensorRT yokuthelekelela okulungiselelwe, iCUDA yokubhalwa kweekhowudi, kunye nezixhobo ezisekwe kwiLinux zokuguquguquka. Yikiti yomphuhlisi egcweleyo, ekuvumela ukuba ubonise usetyenziso lwe-AI ngokukhawuleza-nokuba yeye-IoT, izixhobo ezikrelekrele, okanye ukusetyenzwa kwevidiyo. Ngaba uyafuna ukufakwa kwezikhongozelo okanye ukuseta okulifu? Ikugqumile.

IJetson AGX Orin ayisiyotekhnoloji kuphela-yisixhobo sokwenza izinto ezintsha. Ukusuka kuyilo oluwonga amandla ukuya kwiimpawu eziphambili, ilungele imiceli mngeni yesizukulwana esilandelayo. Nokuba wakha iisistim ezizimeleyo okanye utyhala imida yekhompyuter, le yincwadana yakho yokuqalisa.

Usetyenziso lweJetson AGX Orin

I-NVIDIA Jetson AGX Orin ayisiyonto yokudlala yetekhnoloji-lihashe elinamandla elinika izisombululo zehlabathi lokwenyani. Ngomphetho wayo we-AI, le khompyuter inebhodi enye ijongana nayo yonke into ukusuka kwiirobhothi ukuya kwizixeko ezikrelekrele. Nantsi apho ikhanya.

A. IiRobhothi kunye noomatshini abaZimelayo

Kwiinkqubo ezizimeleyo, i-AGX Orin liphupha. I-Ampere GPU yayo kunye ne-Tensor cores ijikeleza ngemisebenzi yokufunda enzulu njengokubhaqa into kunye nokuhamba ngokuzimeleyo, ukubetha ukuya kuthi ga kwi-275 TOPS. I-bots ye-warehouse bots ibaleka imiqobo okanye imephu ye-drones yomhlaba-konke kubulela kusetyenzwa ngexesha lokwenyani. Abaphuhlisi bayayithanda iprototyping yeeprojekthi zerobhothi, kunye neJetPack SDK igudisa uhambo.

B. Izisombululo zezoShishino nezeMveliso

Kwiimeko zemizi-mveliso, eli rhamncwa likhulisa ukuhamba komsebenzi. Cinga ngeefektri ezikrelekrele usebenzisa uhlalutyo lwevidiyo ukubona iziphene okanye ukufundwa koomatshini ukulungiselela ukugcinwa kwangaphambili. Ngenkxaso ye-multi-sensor, ibamba imilambo emininzi-ithi, iikhamera kunye neenzwa-ukuqinisekisa ulawulo oluphezulu lwekhwalithi. Kukuphumelela ukwenza, ukunciphisa ixesha kunye nokunyusa ukusebenza kakuhle.

C. Iidolophu ezihlakaniphile kunye ne-IoT

Izixeko eziSmart zixhomekeke kakhulu kwikhompyuter, kwaye i-AGX Orin ihambisa. Inika amandla uphononongo lwevidiyo kulawulo lwetrafikhi okanye iziseko eziluncedo ezifana neegridi zamandla. Izixhobo ze-IoT ezibotshelelwe kuyo zinokuqhuba idatha kwindawo, ukutsiba i-cloud lag. Nokuba lulwahlulo lwesemantic lokujongwa kwesihlwele okanye uhlalutyo lwexesha lokwenyani locwangciso lwedolophu, lilitye lembombo kwizixeko ezizayo.

D. Healthcare Innovations

Kukhathalelo lwempilo, i-AGX Orin izisa izicelo ze-AI ebomini. Ilungile kuxilongo olunamandla e-AI, ukuhlalutya iskena ngothungelwano lwe-neural, okanye ukuqhuba uqikelelo lwepozi ye-rehab tech. Izibhedlele zisebenzisa amandla ayo eekhompuyutha ukujonga ixesha lokwenyani-cinga izixhobo ezisecaleni kwebhedi ezingaqhwanyaziyo. Iwonga amandla ngokwaneleyo kwizixhobo eziphathwayo.

Jetson AGX Original Developer Kit

I-NVIDIA Jetson AGX Orin Developer Kit ayisiyobhokisi nje yamacandelo-yinto yokuphehlelelwa kwabaphuphi be-AI. Nokuba ukwirobhothi, izixeko ezikrelekrele, okanye ukufunda nzulu, le khithi ibeka izixhobo zokusebenza ezikumgangatho ophezulu ezandleni zakho. Masikhuphe oko ikunikayo.

A. Yintoni eBandakanyiweyo kwiKithi yoPhuhlisi

Vula ibhokisi, kwaye unemodyuli ye-Jetson AGX Orin-cinga i-Ampere GPU, i-Tensor cores, kunye nokuya kuthi ga kwi-275 TOPS yamandla ekhompyutheni. Iza nebhodi ephethe ireferensi yezemidlalo ejongana nesantya esiphezulu njenge-USB 3.2, i-HDMI, kunye ne-NVMe slots yokugcina indawo eyongezelelweyo ngaphaya kwe-EMMC. Ukuphosa kwiiadaptha zamandla, iintambo, kunye nenketho ye-microSD, kwaye ulungele ukuqengqeleka. Yinkqubo-kwimodyuli eyakhelwe intshukumo.

B. Ixhasa njani iPrototyping eKhawulezayo

Le khithi igcina ixesha kubaphuhlisi. Idityaniswe ne-JetPack SDK, ufumana i-TensorRT ye-slick inference, i-CUDA ye-tweaks yesiko, kunye ne-Linux goodies ukutsiba usetyenziso lwe-AI. Ngaba uyafuna ukuvavanya uhlalutyo lwevidiyo okanye uthungelwano lwe-neural koomatshini abazimeleyo? Hook up iikhamera nge MIPI CSI, kwaye prototyping real-time processing ngeeyure, hayi iiveki. Konke malunga nokukala-qala kancinci, ubungakanani obukhulu.

C. Ukuhlengahlengiswa kwakhona kwe-Orin NX kunye neNano

Ukuguquguquka kukumkani apha. Ibhodi idlala kakuhle kunye ne-Orin NX kunye ne-Orin Nano, ikuvumela ukuba utshintshe iimodyuli ezisekelwe kwiimfuno zakho-ii-TOPS ezingaphantsi kwamandla e-IoT, ngakumbi kwi-industrial muscle. Yikiti yomphuhlisi ekhula kunye neprojekthi yakho, nokuba ufunda ngomatshini wokufunda ngezixhobo ezihlakaniphile okanye ukusetyenzwa kwevidiyo kwiziseko eziluncedo.

Iimpawu zokuSebenza

I-NVIDIA Jetson AGX Orin ayisiyo-hype kuphela-lirhamncwa elisebenza kakhulu elinamanani ukuyixhasa. Nokuba utyhala i-AI, iirobhothi, okanye uhlalutyo lwevidiyo, iibenchmarks zayo zibalisa ibali lamandla ekhompyutha ekrwada. Makhe sijonge izibalo.

A. MLPerf Inference Results

Kwiimvavanyo ze-MLPerf-umgangatho wegolide we-AI muscle-i-AGX Orin iguquguquka kanzima. Nge-Ampere GPU yayo kunye ne-Tensor cores, ibetha ukuya kuthi ga kwi-275 TOPS (imisebenzi ye-tera ngomzuzwana), imisebenzi yokutshaya efana nokufumanisa into kunye nokwahlulahlula kwe-semantic. Ukuqhuba imibhobho ye-inference kunye ne-TensorRT, ijikeleza kwiimodeli zokufunda ezinzulu-cinga iziguquli zombono okanye i-AI evelisayo-ngesantya esishiya abo bakhuphisana nabo eluthulini. Kwinkqubo yexesha lokwenyani, yintshatsheli.

B. Ukuthelekisa kunye nezinye iiModeli zeJetson

Yibeke kwi-Jetson TX2 (1.3 TOPS) okanye i-Xavier NX (21 TOPS), kunye ne-AGX Orin yohlobo olwahlukileyo. Nditsho neJetson AGX Xavier (32 TOPS) ikhangeleka icuthekile ecaleni kolu didi lulandelayo. I-LPDDR5 RAM yayo kunye ne-multi-core Cortex CPU iphatha imijelo emininzi-uthi, ukusetyenzwa kwevidiyo kwizixeko ezihlakaniphile-ngokulula. Ukutsiba ekusebenzeni kuthetha ukuba oomatshini abazimeleyo okanye izixhobo ezikrelekrele zinokuqhuba iinethiwekhi ezintsonkothileyo ze-neural ngaphandle kokukrwitshwa.

C. I-FPS ye-Real-World kunye ne-Speeding Speed

Amazinga esakhelo abalulekile, kwaye i-AGX Orin ihambisa. Kwi-analytics yevidiyo, ivala i-FPS (iifreyimu ngesekhondi) kumntla we-100 kwiiseto zeekhamera ezininzi, ngenxa yokukhawuleza kwe-hardware. Ukuvavanya iziseko ezingundoqo okanye iimeko zokusetyenziswa kwemizi-mveliso? Iqhuba imilambo ye-4K ngesantya esiphezulu, igcina amandla asebenzayo naphantsi komthwalo. Yiyo ebethelelwe i-AI engashukumiyo.