Yini i-Jetson Agx Orin?

Okuqukethwe

• 1. Imininingwane Yobuchwepheshe ye-Jetson AGX Orin
• 2. Izici Eziyinhloko ze-Jetson AGX Orin
• 3. Izicelo ze-Jetson AGX Orin
• 4. Ikhithi Yonjiniyela Ye-Jetson AGX
• 5. Izilinganiso Zokusebenza
• 6. Izinzuzo ze-Jetson AGX Orin
• 7. Igqame kanjani i-Jetson AGX Orin?
• 8. Ukuqalisa nge-Jetson AGX Orin

Kungani lokhu kubalulekile? I-Edge AI ishintsha indlela esisebenzisana ngayo nobuchwepheshe. Esikhundleni sokuthembela kumaseva amafu akude, amadivayisi afana nedatha ye-AGX Orin lapho idalwe khona—cabanga ngamadivayisi ahlakaniphile ezinkingeni zokubona ukunakekelwa kwezempilo ngokushesha noma amasistimu wezimboni abamba amaphutha ngokushesha. Ngokufinyelela ku-275 TOPS (ukusebenza kwe-tera ngomzuzwana) wokusebenza, ngenxa ye-Ampere GPU yayo ne-Tensor cores, kuwukugxumela phambili kunoma ubani odinga ikhompyutha esebenza kahle kakhulu ku-compact system-on-module.

Umndeni wakwaJetson bekuyintandokazi konjiniyela, futhi i-AGX Orin ihlezi phezulu. Uma kuqhathaniswa nezingane zaso ezifana ne-Xavier NX noma i-TX2, iyisilo sezinga elilandelayo, esihlanganisa ukusebenza kahle kwamandla namandla amakhulu ekhompyutha. Kungakhathaliseki ukuthi ufunda amarobhothi, i-IoT, noma ufunda ngomshini, le kit—ephelele nge-JetPack SDK—ikunikeza amathuluzi okwakha izinhlelo zokusebenza ze-AI ezisezingeni eliphezulu.

Imininingwane Yobuchwepheshe ye-Jetson AGX Orin

Izici ezibalulekile ze-Jetson AGX Orin

I-NVIDIA Jetson AGX Orin akuyona nje i-hardware—ishintsha umdlalo we-AI enqenqemeni. Le khompuyutha enebhodi elilodwa ikhanya ngezici eziyenza ibe ukukhetha okuphezulu konjiniyela, abathanda amarobhothi, nochwepheshe bezimboni. Ake singene kulokho okuhlukanisayo.

A. Amakhono e-AI Athuthukile

Le nto idla ukufunda okujulile kwesidlo sasekuseni. Ngama-Ampere GPU ayo kanye nama-Tensor cores, ikhuphuka ifike ku-275 TOPS ukuze icutshungulwe ngesikhathi sangempela. Udinga amanethiwekhi e-neural ukuze uthole into noma ukuhlukaniswa kwe-semantic? Kwenziwe. Yakhelwe amapayipi okucabanga, ukuphatha imisebenzi eyinkimbinkimbi yokufunda komshini—njengokunika amandla imishini ezimele noma i-AI ekhiqizayo eshwabene—ngaphandle kokujuluka. Kungakhathaliseki ukuthi amadolobha ahlakaniphile noma ukunakekelwa kwezempilo, i-AGX Orin iletha i-AI esebenza kahle kakhulu lapho idingeka khona kakhulu.

B. Ukuhlanganiswa Kwezinzwa Eziningi

Unamakhamera noma izinzwa? I-Jetson AGX Orin iyabathanda. Isekela ukuxhumana okunesivinini esikhulu njenge-MIPI CSI ne-GMSL, ilungele ukuhlaziya amavidiyo kuyo yonke imifudlana eminingi. Cabanga ngethrafikhi yokulandelela ingqalasizinda ehlakaniphile noma imigqa yokukhiqiza yezinhlelo zezimboni. Ingumpetha ekuhlanganisweni kwezinzwa eziningi, ukuhlanganisa idatha yokuzulazula okuzenzakalelayo noma ukulinganisa kwe-pose kumarobhothi. Lokho kushumekiwe i-AI enyakazisa imisipha yayo.

C. Software Ecosystem

Ayikho i-hardware enhle ephelele ngaphandle kwesoftware ebulalayo. I-JetPack SDK iyithikithi lakho, ihlanganisa i-TensorRT ukuze uthole incazelo ethuthukisiwe, i-CUDA yokubhala amakhodi ngokwezifiso, kanye namathuluzi asekelwe ku-Linux okuvumelana nezimo. Kuyikhithi kanjiniyela egcwele ngokugcwele, ekuvumela ukuthi ufanise izinhlelo zokusebenza ze-AI ngokushesha—kungaba eye-IoT, amadivayisi ahlakaniphile, noma ukucubungula ividiyo. Ufuna ukufakwa kweziqukathi noma ukusetha komdabu wasefu? Ikumbozile.

I-Jetson AGX Orin ayiyona nje ubuchwepheshe—iyikhithi yamathuluzi yokuqamba izinto ezintsha. Kusukela kumklamo oyonga amandla kuye kuzici ezihamba phambili, ilungele izinselele zesizukulwane esilandelayo. Noma ngabe wakha amasistimu azimele noma ucindezela imikhawulo yekhompuyutha, lesi isiqalisi sakho.

Izicelo ze-Jetson AGX Orin

I-NVIDIA Jetson AGX Orin ayilona nje ithoyizi lobuchwepheshe—iyihhashi elinikeza amandla izixazululo zomhlaba wangempela. Ngomsipha wayo onqenqemeni we-AI, le khompuyutha yebhodi elilodwa ibhekana nayo yonke into kusukela kumarobhothi kuya emadolobheni ahlakaniphile. Nakhu lapho kukhanya khona.

A. Amarobhothi kanye Nemishini Yokuzimela

Kuzinhlelo ezizimele, i-AGX Orin iyiphupho. I-Ampere GPU yayo kanye nama-Tensor cores ahamba ngemisebenzi ejulile yokufunda njengokutholwa kwento nokuzulazula okuzenzakalelayo, efinyelela ku-275 TOPS. Izithombe ze-warehouse bots zigwema izithiyo noma ama-drones abeka imephu indawo—konke sibonga ukucubungula kwesikhathi sangempela. Onjiniyela bayayithanda kumaphrojekthi we-prototyping robotics, nge-JetPack SDK eshelela ukugibela.

B. Izixazululo Zezimboni Nezokukhiqiza

Ezilungiselelweni zezimboni, lesi silwane sithuthukisa ukuhamba komsebenzi. Cabanga ngezimboni ezihlakaniphile zisebenzisa izibalo zevidiyo ukuze zibone amaphutha noma ukufunda ngomshini ukuze kulungiswe kusengaphambili. Ngosekelo lwezinzwa eziningi, iphatha ukusakazwa okuningi—njengokungathi, amakhamera nezinzwa—iqinisekisa ukulawula kwekhwalithi yokusebenza okuphezulu. Kuwukuwina kokukhiqiza, ukunciphisa isikhathi sokuphumula kanye nokuthuthukisa ukusebenza kahle.

C. Smart Cities kanye ne-IoT

Amadolobha ahlakaniphile ancike kakhulu kukhompyutha, futhi i-AGX Orin iyaletha. Inika amandla ukubhekwa kwevidiyo kokuphathwa kwethrafikhi noma ingqalasizinda ehlakaniphile njengamagridi wamandla. Amadivayisi e-IoT aboshelwe kuyo angacubungula idatha esizeni, eqe ifu. Noma ngabe ukuhlukaniswa kwe-semantic kokuqapha isixuku noma izibalo zesikhathi sangempela zokuhlelwa kwamadolobha, kuyisisekelo samadolobha esizukulwane esilandelayo.

D. Healthcare Innovations

Kwezokunakekelwa kwempilo, i-AGX Orin yenza izinhlelo zokusebenza ze-AI ziphile. Ilungele ukuxilonga okunamandla e-AI, ukuhlaziya amaskena ngamanethiwekhi e-neural, noma ukusebenzisa ukulinganisa kokuma kobuchwepheshe bokuvuselela. Izibhedlela zisebenzisa amandla ako ekhompiyutha ukuqapha isiguli ngesikhathi sangempela—cabanga ngemishini eseceleni kombhede engacwayizi. Yonga amandla ngokwanele egiyeni eliphathekayo futhi.

I-Jetson AGX Original Developer Kit

Ikhithi Yonjiniyela ye-NVIDIA Jetson AGX Orin ayilona nje ibhokisi lezingxenye—iyisiqalisi sabaphuphi be-AI abasemaphethelweni. Noma ngabe uthanda amarobhothi, amadolobha ahlakaniphile, noma ufunda ngokujulile, le kit ibeka amathuluzi okusebenza okuphezulu ezandleni zakho. Ake sikhiphe lokho elikunikezayo.

A. Yini Efakwe Kukhithi Yonjiniyela

Vula ibhokisi, futhi unemojula ye-Jetson AGX Orin—cabanga i-Ampere GPU, ama-Tensor cores, kanye namandla afinyelela kwangu-275 wekhompyutha. Iza nebhodi yenkampani yenethiwekhi yereferensi yezemidlalo enesivinini esikhulu njenge-USB 3.2, HDMI, kanye nezikhala ze-NVMe ukuze uthole isitoreji esengeziwe ngale kwe-EMMC. Faka ama-adaptha amandla, izintambo, nenketho ye-microSD, futhi usulungele ukugingqa. I-system-on-module eyakhelwe isenzo.

B. Indlela Isekela I-Prototyping Esheshayo

Le kit isindisa isikhathi konjiniyela. Imataniswe ne-JetPack SDK, uthola i-TensorRT yokunquma okucacile, i-CUDA yama-tweaks angokwezifiso, nezinto ze-Linux zokuqalisa izinhlelo zokusebenza ze-AI. Ufuna ukuhlola izibalo zevidiyo noma amanethiwekhi e-neural emishini ezimele? Xhuma amakhamera nge-MIPI CSI, futhi wenza i-prototyping yesikhathi sangempela ngamahora, hhayi amaviki. Konke kumayelana nokukala—qala kancane, ngezikali ezinkulu.

C. Ukulungiseka kabusha kwe-Orin NX ne-Nano

Ukuvumelana nezimo kuyinkosi lapha. Ibhodi lidlala kahle nge-Orin NX kanye ne-Orin Nano, likuvumela ukuthi ushintshe amamojula ngokuya ngezidingo zakho—ama-TOPS amancane we-IoT eyonga amandla, engeziwe emisipha yezimboni. Kuyikhithi yonjiniyela ekhula ngephrojekthi yakho, noma ngabe ufunda ngomshini wokubhala amakhodi kumadivayisi ahlakaniphile noma ukucubungula ividiyo yengqalasizinda ehlakaniphile.

Amabhentshimakhi wokusebenza

I-NVIDIA Jetson AGX Orin ayiyona nje i-hype—iyisilo esisebenza kahle kakhulu esinezinombolo zokuyisekela. Noma ngabe uphusha i-AI enqenqemeni, amarobhothi, noma izibalo zevidiyo, amabhentshimakhi ayo axoxa indaba yamandla ekhompyutha aluhlaza. Ake singene ezibalweni.

A. MLPerf Inference Results

Ezivivinyweni ze-MLPerf—izinga legolide lemisipha ye-AI—i-AGX Orin inyakaza kanzima. Nge-Ampere GPU yayo kanye ne-Tensor cores, ifinyelela ku-275 TOPS (ukusebenza kwe-tera ngomzuzwana), imisebenzi yokubhema njengokutholwa kwento nokuhlukaniswa kwe-semantic. Isebenzisa amapayipi okukhomba nge-TensorRT, ingena kumamodeli okufunda ajulile—cabanga iziguquli zombono noma i-AI ekhiqizayo—ngesivinini esishiya izimbangi othulini. Ukuze kucutshungulwe ngesikhathi sangempela, kuwumpetha.

B. Ukuqhathanisa namanye amamodeli we-Jetson

Yibeke ngokumelene ne-Jetson TX2 (1.3 TOPS) noma i-Xavier NX (21 TOPS), kanye ne-AGX Orin yohlobo oluhlukile. Ngisho neJetson AGX Xavier (32 TOPS) ibukeka ithambile eduze kwale rig yesizukulwane esilandelayo. I-LPDDR5 RAM yayo kanye ne-multi-core Cortex CPU iphatha imifudlana eminingi—ake sithi, ukucutshungulwa kwevidiyo kwamadolobha ahlakaniphile—kalula. Ukweqa ekusebenzeni kusho ukuthi imishini ezimele kakhulu noma amadivaysi ahlakaniphile angasebenzisa amanethiwekhi ayinkimbinkimbi we-neural ngaphandle kokuklinywa.

C. I-FPS Yomhlaba Wangempela kanye Nesivinini Sokucubungula

Izilinganiso zozimele zibalulekile, futhi i-AGX Orin iyaletha. Kuzibalo zevidiyo, iwashi i-FPS (ozimele ngesekhondi) enyakatho ye-100 ekusethweni kwamakhamera amaningi, ngenxa yokusheshisa kwehadiwe. Ukuhlola ingqalasizinda ehlakaniphile noma amacala okusetshenziswa kwezimboni? Icubungula ukusakaza kwe-4K ngesivinini esikhulu, igcina amandla ayonga ngisho nangaphansi komthwalo. Leyo yi-AI eshumekiwe enganyakazi.