Hofori yetekinoroji yakazivisa kuwanikwa kwechizvarwa chitsva chemhando dzemitauro dzakagadziridzwa kune nharembozha. Kubatanidzwa kwakananga neakananga hardware zvivakwa zvinobvumira mabasa akaomarara kuitwa munharaunda, kubvisa kudiwa kwekutumira data kune ekunze maseva.
Iyi yekuvandudza inomiririra kwakakosha kufambira mberi kwehunyanzvi kune yazvino smartphone ecosystem. Vagadziri ikozvino vane maturusi ekutanga ekugadzira mamwe maapplication emvura, ayo anopindura munguva chaiyo kune mirairo yemushandisi, zvisinei nemhando yeinternet.
Kugadziriswa kwenzvimbo kunoshandura nzira iyo maapplication anodyidzana nemaitiro emazuva ese. Kumhanya wakananga pamudziyo unovimbisa mhinduro dzekukurumidza, hupenyu hwebhatiri hukuru uye mwero wepamusoro wekuvanzika kune ruzivo rwemunhu rwakachengetwa musystem yekushandisa.
Tekinoroji kufambira mberi mune mobile processing architecture
Hwaro hweiyi hutsva huri mukushandiswa kweArmv9 dhizaini, iyo inopa yakachengeteka uye yakanyanya optimized nharaunda yemashini ekudzidza mabasa. Kuunzwa kweScalable Matrix Extension 2 (SME2) tekinoroji inoshanda sechikonzero chezvinorema matrix mashandiro, ayo akakosha pakushanda kwemhando dzemitauro mikuru. Essa yekuwedzera inobvumira kuverenga kuti kuitike mukati mekupisa uye simba kuganhurwa kweakajairwa nharembozha.
Iwo Arm C1 mutsara processors atobatanidza aya mafekitori akatsanangurwa. Mhedzisiro inoshanda ndeyekuchengetedza kwekuita kwepamusoro kunyangwe panguva yekushandiswa kwenguva refu kweakangwara maturusi.
Iyo KleidiAI yekumhanyisa layer inoshanda pamwe chete nemaraibhurari akakosha akadai seXNNPACK, LiteRT uye MediaPipe. Essa Kubatanidzwa kwakadzika pakati pehardware nesoftware kunogadzira nzira yekutaurirana yakananga iyo inoderedza kugadzirisa mabhodhoro. Quando Chikumbiro chinokumbira basa rakaoma, sisitimu inogovera zvine hungwaru mutoro pakati peiyo processor cores, ichiva nechokwadi chekuti mushandisi interface inoramba ichiteerera. Essa Technical synergy ndiyo inoita kuti zvikwanise kuita mamodheru akasimba pamidziyo ine zvirambidzo zvemuviri pahukuru uye kupisa kwekupisa simba.
Kuwana kwakakosha mukukurumidza uye kugona
Miedzo yeinjiniya yakaratidza kuvandudzwa kwakakura munguva yekupindura paunenge uchimhanyisa E2B modhi. Maitiro ekutanga kumhanya aona kuwedzera kwakapetwa kashanu zvichienzaniswa neapfuura software zvizvarwa.
Chizvarwa chemhinduro dzenguva-chaiyo zvakare chakaratidza kuwedzera kukuru kwekuita. Kugadzirisa kwave kukurumidza kukurumidza, zvichibvumira chaiwo vabatsiri uye zvigadzirwa zvekugadzira kuendesa pedyo-pakarepo mhinduro kune izwi kana mameseji mirairo.
Yakawedzera tsigiro yekudyidzana kwemultimodal
Iyo vhezheni itsva yesystem inowedzera kugona kududzira kupfuura iyo yechinyakare mavara fomati. Iyo tekinoroji ikozvino inogadzirisa odhiyo uye mifananidzo yekupinda panguva imwe chete, ichigadzira yakawanda yakasarudzika uye intuitive yekudyidzana nharaunda kune yekupedzisira mushandisi.
Iyi nzira yemultimodal inofambisa kuvandudzwa kwezvidzidzo uye zvekuwanikwa maturusi. Chishandiso chinogona, semuenzaniso, kuongorora mufananidzo uye kutsanangura zvirimo zveodhiyo ipapo, pasina kuona kunonoka kunooneka paunenge uchichinja pakati pemidhiya mafomati.
Tsigiro yemitauro yakawanda yakagadziridzwa zvakare mukuvandudza kwazvino. Memory space optimization inobvumira mitauro yakaoma kuti ishande munharaunda, kuve nechokwadi chekuti tekinoroji inowanikwa munzvimbo dzakasiyana dzepasi pasina kukanganisa kuchengetedza mudziyo.
Zvishandiso zvinoshanda mukuwanikwa kwedhijitari
Iyo Envision app, yakanangana nevanhu vane hurema hwekuona, inoshanda seyekutanga nyaya yekushandisa kune iyi nyowani yekugadzira tekinoroji. Iyi puratifomu inoshandisa iyo smartphone kamera kuverenga zvinyorwa, kuziva zviso uye kutsanangura nharaunda dzemuviri munguva chaiyo.
Pakutanga, kududzira zviitiko zvakaoma kwaida kutumira mifananidzo yakatorwa kumaseva emakore. Esse maitiro aienderana neinternet yakagadzikana uye yakagadzira latency inokuvadza ruzivo rwemushandisi mukufamba mumigwagwa yeruzhinji.
Nekuitwa kwenzvimbo kunotsigirwa neSME2 yekuwedzera, mamiriro achinja zvakanyanya. Mushandisi anotora mufananidzo uye anogamuchira yakadzama tsananguro yezvakatipoteredza zvakananga kuburikidza nemudziyo processor, kubvisa danho rekufambisa data kuburikidza nenharembozha.
Vamiriri vekushandisa vakasimbisa kuti kuzvitonga uku kunoshandura kuvimbika kwechishandiso. Iko kugona kuwana mhinduro dzechokwadi munzvimbo dzisina kuvharwa kwemasaini enhare kunopa kuchengetedzwa kwakakura uye kuzvimiririra kune yakaderera maonero evashandisi nharaunda.
Pa-mudziyo data kuvanzika uye chengetedzo
Kutama kubva pakugadzirisa kwegore kuenda ku-on-nzvimbo kuuraya kunogadzirisa imwe yezvinonetsa zvakanyanya muindasitiri yemazuva ano tekinoroji: chengetedzo yeruzivo rwemunhu. Nekuchengeta ese akavanzika data, senge mafoto, odhiyo uye nhoroondo yekutsvaga, yakanyatso mukati mekuchengetwa kweiyo smartphone, njodzi yekuvuza kana kuvharirwa panguva yekutapurirana netiweki inotobviswa.
Iyi dhizaini yekuvaka inoderedzawo mari yekushandisa kune vanogadzira software, avo vasingachadi kuchengetedza yakakura server masisitimu ekugadzirisa zvikumbiro zvevashandisi. Nharembozha inotora basa reiyo main processor, demokrasi kuwana kune epamberi ehungwaru maturusi uye nekuona kuti kutonga kweruzivo kunoramba kuri mumaoko emuridzi wemudziyo.
Strategic kudyidzana kune yekuvandudza ecosystem
Kudyidzana kwehunyanzvi pakati pemakambani anoona nezve Hardware uye sisitimu yekushandisa ine chinangwa chekurerutsa maitiro evagadziri vanogadzira mhinduro kumusika wenhare. Performance optimization inogoneswa otomatiki kana application ichishanda pane mudziyo unotsigira iyo nyowani processor architecture. Bibliotecas Yakagadziridzwa masisitimu ekusimudzira inopa mapfupi software einjiniya zvikwata zvinoda kuita zvepamberi maficha pasina kunyora zvakare yakaoma kodhi kubva kutanga. Essa kusununguka kwekubatanidza kunomhanyisa kutenderera kwekusimudzira, zvichibvumira hutsva kuti husvike muzvitoro zvekushandisa uye, nekudaro, kupedza vatengi nekukurumidza, kumisa hutsva hwemhando yeindasitiri yesoftware.
Thermal management uye kushandiswa kwesimba
Kushanda kwesimba ndiyo mbiru yepakati yeiyi tekinoroji yekuvandudza. Hungwaru manejimendi ezviwanikwa zve processor inova nechokwadi chekuti kuita mabasa akaomarara hakukonzeri kuti mudziyo uwedzere kupisa kana bhatiri kupera nekukurumidza panguva yekushandiswa kwezuva nezuva.
Ramangwana rekuzvimiririra nharembozha
Kutorwa kwakakura kwehunyanzvi uhu kunoratidza shanduko yemaitiro munzira iyo nharembozha dzinoshanda. Kuenderera mberi nekutsamira pane yakakwirira-yekukurumidza data yekubatanidza kunotanga kudzikira sezvo michina inove inozvimiririra mukugadzirisa zvine musoro.
Mamirioni evashandisi pasi rese achabatsirwa neshanduko iyi yetekinoroji. Iyo demokrasi yekuwana kukurumidza, yakachengeteka, uye network-yakazvimirira maturusi inotsanangudza zvinotarisirwa nezve izvo zvemazuva ano smartphone zvinokwanisa kuita mumamiriro emazuva ese.
