Ngokweengxelo zethamsanqa, u-Arm wazisa iprosesa yamva nje yeCortex-M (M55) kunye ne-Arm Ethos-U55 miniature neural processing unit (NPU) ngoMvulo.
Njengesizukulwane esidlulileyo, i-Cortex-M55 entsha iprosesa ye-Arm ephathisiweyo. Ukuza kuthi ga ngoku, amaqabane e-Arm avelise i-chips ezingaphezu kwe-50 yeebhiliyoni esekwe kwiCortex-M yoyilo. Iiprosesa ezintsha zinamandla ngakumbi kwaye zisebenza ngamandla, kodwa ugxininiso oluphambili kumandla okufunda kumatshini chip. Kuyaqondwa ukuba i-M55 yiprosesa yokuqala esekwe kwitekhnoloji yeArm Helium yokubala okukhawulezayo kokubala, kwaye iqhuba iimodeli zeML izihlandlo ezili-15 ngokukhawuleza kunesizukulwana sangaphambili.
Kwixa elidlulileyo, ii-tuphu ezinjalo bezisoloko zinqongophele ngokwaneleyo iicomputer zokwenza imisebenzi yokufunda ngomatshini. Endaweni yoko, uninzi lwale misebenzi kufuneka lugqitywe kwii-chips ezinamandla aphezulu, anjengeArm's Cortex-A uthotho, oluqhutywa zii-smartphones ezininzi emhlabeni.
I-Arm Ethos-U55 NPU yenzelwe ukukhawulezisa ukufunda kumatshini, ngelixa uyilo lwe-U55 luya kulungelelaniswa ngakumbi kwaye lusebenze kuphela ngeeprosesa ezintsha zeCortex-M ezinje ngeM55, M33, M7 kunye neM4. Ingalo ithi ngokuqhuba ezi chips zimbini ngokudibeneyo, umsebenzi wokufunda womatshini unokuqhuba ngokukhawuleza ama-480 ngokukhawuleza kune-Chip ye-Cortex M esetyenziswe kuvavanyo lwebhentshi. (Ulwandiso lokuqala lwesantya esili-15 luvela kwi-M55, kwaye ukudityaniswa ne-Ethos-U55 kuzisa ulonyuso olungama-32.) Ukusebenzisa ezi chips zimbini ngexesha elinye kunokonyusa ukusebenza kwamandla nge-25 fold, oko kukuthi ibalulekile kwizixhobo zeBhetri ezininzi ezinamandla.
UDipti Vachani, usekela-mongameli ophezulu weArm kunye nomphathi jikelele wezeshishini kwiimoto kunye ne-IoT, uthe vumela amandla wobukrelekrele ukuba baqhube kwizixhobo zamandla aphantsi kunokuba kugcinwe unxibelelwano oluqhubekayo namaziko edatha esekwe lilifu kubalulekile kukhuseleko lwedatha kunye nemfihlo. ibalulekile. Okwangoku, uninzi lomsebenzi we-AI usebenza kula maziko edatha.
Ubuye wathi ukwenza amandla wobukrelekrele bokusebenza ukuze basebenze kwizixhobo ezinganxibelelananga, ezinamandla asezantsi kubalulekile ekwenzeni iimoto ezixhunyiwe, ukwenza iimoto ezizisebenzelayo, kunye nokwazisa ukufundwa komatshini kwizixhobo zonyango.
Ingalo ithi iM55 ngokwayo iya kuba nakho ukwenza imisebenzi yokufunda ngomatshini ukusukela ekufumaneni okulula kakhulu kokufumana isiqhulo (kwanesizukulwana esidlulileyo Cortex-M) ukujolisa ekufumaneni imifanekiso. Xa idityaniswa ne-Ethos U55, inokwenza imisebenzi ekumgangatho uphakamileyo, njengokuchonga imbonakalo ethile, ukufumanisa ukuba iifoto zeminwe okanye iimpawu zobuso ziyahambelana neebhayometri esele zigcinwe kwisixhobo, okanye kwanokwamkelwa kwelizwi. Nangona kunjalo, imisebenzi ebaluleke kakhulu eyongezelelekileyo, enjengokuhlelwa kwezinto ezahlukeneyo, okanye ukuqonda ubuso kwiividiyo ngexesha lokwenyani, zisadinga ukuchitha amandla kunye neetshipsi ezibizayo.