Ngokwemibiko yenhlanhla, u-Arm wethule iprosesa yakamuva yeCortex-M (M55) ne-Arm Ethos-U55 miniature neural processing unit (NPU) ngoMsombuluko.
Njengesizukulwane esedlule, i-Cortex-M55 entsha iprosesa ye-Arm efakwe ngaphakathi. Kuze kube manje, abalingani baka-Arm bakhiqize ama-chip angaphezu kwezigidi eziyizinkulungwane ezingama-50 ngokususelwa kumiklamo yeCortex-M. Ama-processor amasha anamandla futhi asebenza ngamandla amaningi, kepha ukugcizelela okukhulu kwe-Arm kumakhono wokufunda womshini we-chip. Kuyaqondakala ukuthi i-M55 yiprosesa lokuqala elususelwa kubuchwepheshe be-Arm Helium ekubaleni kwe-vector okusheshayo, futhi isebenza amamodeli we-ML izikhathi eziyi-15 ngokushesha kunesizukulwane esedlule.
Esikhathini esedlule, lezo zinceku zazivame ukungabi namandla okwanele wekhompyutha ukwenza kahle imisebenzi yokufunda ngomshini. Esikhundleni salokho, iningi lale misebenzi kumele ligcwaliswe kuma-chips anamandla aphezulu, njenge-Arm's Cortex-A series, ethwalwa ngama-smartphones amaningi emhlabeni.
I-Arm Ethos-U55 NPU yakhelwe ukusheshisa ukufunda ngomshini, kuyilapho idizayini ye-U55 izothuthukiswa futhi isebenze kuphela nezinqubo ezintsha zeCortex-M ezintsha ezinjengeM55, M33, M7 ne-M4. U-Arm uthe ngokuqhuba la ma-chip amabili ngokuhlanganiswa, umsebenzi wokufunda umshini ungagijima ngokushesha izikhathi ezingama-480 kune-Cortex M chip esetshenziswe kuhlolo lwebhentshi. (Ukwanda kwesivinini sokuqala sama-15 fold kusuka ku-M55, kanti ukuhlanganiswa ne-Ethos-U55 kuletha ukwanda okungezelelwe okungama-32.) Ukusebenzisa lezi zinkukhu ezimbili ngasikhathi sinye nakho kungakhuphula amandla ka-25 fold, okuyi- kubalulekile Kwazinsizakusebenza zebhethri eziningi kubalulekile.
UDipti Vachani, umongameli omkhulu we-Arm kanye nemenenja jikelele yebhizinisi lezimoto ne-IoT, uthe ukuvumela ubuhlakani bokufakelwa ukuthi kusebenze kumadivayisi aphansi kakhulu kunokuba kugcinwe ukuxhumana okuqhubekayo nezikhungo ezisebenza ngamafu kubalulekile ekuvikelekeni kwedatha nasekusithekeni. kubalulekile. Njengamanje, iningi lomsebenzi we-AI lisebenza kulezi zikhungo zedatha.
Ubuye waveza ukuthi ukuvumela ubuhlakani bokufakelwa ukusebenza kumadivayisi angaxhunyiwe, aphansi kakhulu kubalulekile ekwenzeni izimoto ezixhunyiwe, ukunika amandla izimoto ezizishayelayo, kanye nokwazisa ngemishini yokufunda imishini yezokwelapha.
U-Arm uthe i-M55 uqobo izokwazi ukwenza imisebenzi yokufunda ngomshini esukela ekutholakaleni okulula kakhulu kwe-vibration (ngisho nesizukulwane esedlule i-Cortex-M) ukukhomba ukutholwa ezithombeni. Uma ihlanganiswe ne-Ethos U55, ingakwazi ukwenza imisebenzi esezingeni eliphakeme, njengokuthola ukuthinta okuthile, ukunquma ukuthi isithwebuli somunwe noma izici zobuso ziyafana yini ne-biometric esevele igcinwe kudivayisi, noma ibonwa ngezwi. Kodwa-ke, imisebenzi ebaluleke ngokwengeziwe, efana nokuhlukanisa izinto ezinhlobonhlobo, noma ukubona ubuso obuvela kumavidiyo ngesikhathi sangempela, kusadinga i-chips ezisebenzisa amandla futhi ezibizayo.