Malinga ndi malipoti a mwayi, Arm idakhazikitsa purosesa waposachedwa wa Cortex-M (M55) ndi Arm Ethos-U55 miniature neural processing unit (NPU) Lolemba.
Monga m'badwo wam'mbuyo, Cortex-M55 yatsopano ndi processor ya Arm yomwe ili mkati. Mpaka pano, othandizira a Arm apanga tchipisi zoposa 50 biliyoni zochokera ku Cortex-M. Mapulogalamu atsopanowa ali ndi mphamvu zambiri komanso amatha kugwiritsa ntchito bwino, koma Arm imalimbikitsa kwambiri makina ophunzirira makina a chip. Zimamveka kuti M55 ndiye purosesa yoyamba yoyambira paukadaulo wa Arm Helium yowerengera liwiro la vector, ndipo imayendetsa mitundu ya ML nthawi 15 mwachangu kuposa m'badwo wam'mbuyomu.
M'mbuyomu, tchipisi zotere nthawi zambiri zinkakhala zopanda mphamvu zambiri zama kompyuta kuti zitheke kugwira ntchito zophunzirira pamakina. M'malo mwake, zambiri mwa ntchitozi zimayenera kumalizidwa pama chips apamwamba kwambiri, monga Arm's Cortex-A mndandanda, womwe umanyamulidwa ndi ma smartphones ambiri padziko lapansi.
Arm Ethos-U55 NPU idapangidwa kuti ipititse patsogolo maphunziro a makina, pomwe mapangidwe a U55 azikonzedwa kwambiri ndipo amangogwira ntchito ndi processor atsopano a Cortex-M monga M55, M33, M7 ndi M4. Arm adati kuthamangitsa tchipisi tating'onoyi pakaphatikizidwe, ntchito yophunzirira makinawa imatha kuthamanga nthawi 480 kuposa chipangizo cha Cortex M chomwe chimagwiritsidwa ntchito poyesa benchmark. (Kukula koyamba kwa liwiro 15 kumachokera ku M55, ndipo kuphatikiza ndi Ethos-U55 kumabweretsa chiwonjezero cha 32.) Kugwiritsa ntchito tchipisi tating'onoting'ono nthawi imodzimodzi kumathandizanso kuti magetsi azikhala ndi 25-fold, yomwe ndi Chofunika kwa zida zambiri zamagetsi ndizofunikira.
Dipti Vachani, wachiwiri kwa wamkulu wa Arm ndi woyang'anira wamkulu wa magalimoto ndi a IoT, adati kupangitsa kuti luntha lochita zinthu zitha kugwiritsa ntchito zida zamagetsi pamagetsi m'malo momangokhalira kulumikizana mosalekeza ndi malo opezeka ndi mtambo ndizofunikira kwambiri pakukuteteza ndi chinsinsi. chofunikira. Pakadali pano, katundu wambiri wa AI amachitika m'malo opezekawa.
Ananenanso kuti kupangitsa kuti nzeru zamagetsi zizigwira ntchito pazinthu zosalumikizana, zamagetsi zamagetsi ndizofunikira kwambiri pakupanga magalimoto olumikizidwa, kupangitsa magalimoto oyendetsa okha, komanso kuyambitsa kuphunzira kwamakina pazida zamankhwala.
Arm adati M55 yokha izitha kugwira ntchito yophunzirira pamakina kuyambira kuzindikira kosavuta kwa kugwedezeka (ngakhale m'badwo wapitalo Cortex-M) kulunjika pazithunzi. Ikaphatikizidwa ndi Ethos U55, imatha kugwira ntchito zapamwamba, monga kuzindikira mawonekedwe ake, kudziwa ngati chala chanu chazithunzi kapena mawonekedwe a nkhope akufanana ndi maometometro omwe adasungidwa kale pachida, kapena ngakhale kuzindikira mawu. Komabe, ntchito zowonjezera zowonjezera, monga kusankha magulu osiyanasiyana, kapena kuzindikira nkhope kuchokera pamavidiyo mu nthawi yeniyeni, zimafunikirabe masewera owononga mphamvu komanso okwera mtengo.