I-AI ku-Chip Floorplanning kanye ne-Design
I-AI yenza ngokuzenzakalelayo ukubekwa kwezingxenye ku-microchip, iphazili eqinile enquma isivinini, amandla, nosayizi we-chip.
Uhlolojikelele
It matters because faster, cheaper chip design feeds the entire AI and electronics industry, including the chips that run AI itself.
I-Deep Dive
I-Floorplanning inquma ukuthi izowabeka kuphi amabhulokhi amaningi (izinkumbulo, ingqondo, i-I/O) endaweni ye-chip ukuze kuncishiswe ubude bentambo, amandla, nokushisa kuyilapho kuhlangatshezwana nemikhawulo yesikhathi. Inani lezinhlelo ezingaba khona likhulu kunenani lama-athomu endaweni yonke, futhi onjiniyela abangabantu ngokuvamile babechitha amaviki elungisa izakhiwo. Ngo-2021, Google yashicilela umsebenzi Wemvelo ochaza indlela yokufunda yokuqinisa ekhiqiza ama-chip floorplan ngamahora afanayo noma angcono kunawakhiwe umuntu, futhi yasetshenziswa ekuklameni Google i-TPU yokusheshisa. Ukubekwa kwefreyimu yesistimu njengesinqumo esilandelanayo: beka ibhulokhi elilodwa, bheka ukwakheka okuyingxenye, beka okulandelayo. I-AI iphinde isize ezinyathelweni zangaphambili nezakamuva, kusukela ekuhlanganiseni okunengqondo kuye ekuqinisekiseni nasekutholeni ukwephulwa kwemithetho yokuklama, kuwo wonke amathuluzi avela ezinkampanini ezifana ne-Synopsys ne-Cadence.
I-Technical Insight
GoogleIndlela ka-_AIU_PROTECTED_11__ iphatha i-chip canvas njengebhodi futhi isebenzisa i-ejenti yokufunda ukuqinisa ebeka amabhulokhi amakhulu okukodwa ngesikhathi, eqondiswa umklomelo ohlanganisa ubude bezintambo, ukuminyana, nokuminyana. Inethiwekhi ye-neural yegrafu ifunda okushumekiwe kohlu lwe-net, igrafu yezingxenye kanye noxhumo lwazo, ukuze inqubomgomo ihlanganise ama-chips engakaze iwabone ngaphambili, idlulise umuzwa ofundiwe kunokuqala idizayini ngayinye kusukela ekuqaleni.
I-Strategic Impact
Yakha ukukhetha
Idizayini yezinga lohlelo lokusebenza inquma ukuthi i-AI iyathuthukisa yini imiphumela yangempela.
Ithimba kanye nokusebenza komsebenzi
Ukuhlanganiswa okuhle kokuhamba komsebenzi kudala izinzuzo zokukhiqiza abasebenzisi abangazethemba.
Ingozi nokuphepha
Amacala okusetshenziswa ahlelwe kahle anciphisa ukukhathala okushintshile kanye nengozi yokuqaliswa.
Ikusasa le-AI ku-Chip Floorplanning kanye Nomklamo
Amathuluzi edizayini aqhutshwa yi-AI aba yingosi ekudizayineni okuzenzakalelayo kwe-elekthronikhi, i-Synopsys DSO.ai kanye ne-Cadence Cerebrus sezivele zithuthukisa ama-chips okukhiqiza wangempela. Lindela ukuzenzakalela kokuphela-kuya-sekupheleni okucindezela imijikelezo yokuklama yezinyanga eziningi futhi kuvumela amaqembu amancane ukuthi akhiphe ama-chips aqhudelanayo. Njengoba i-AI iklama ama-accelerator aqeqesha amamodeli amakhulu e-AI, kuvela iluphu ezithuthukisayo. Inkulumo-mpikiswano iyaqhubeka yokuthi zingakanani izindlela ze-AI ezihlula ama-algorithm akudala, iphushela inkambu kumabhentshimakhi aqinile, aphindaphindekayo.
Ukuqaliswa Komhlaba Wangempela
Google isebenzise ukufunda kokuqinisa ukuze ikhiqize ama-floorplan ama-chips ayo e-TPU AI accelerator, njengoba kuchazwe ephepheni layo le-Nature lango-2021.
I-Synopsys DSO.ai isesha ngokuzenzakalelayo izikhala zokuklama futhi isetshenziswe abenzi bama-chip abafana ne-Samsung ukuze bakhulise amandla nokusebenza.
I-Cadence Cerebrus isebenzisa ukufunda komshini ukuze kuzenzekele futhi kuthuthukiswe ukugeleza kokusetshenziswa kwe-chip yedijithali.
Amathuluzi e-AI ukwephulwa kwemithetho yesakhiwo futhi abikezele ukuminyana komzila kusenesikhathi, kunciphisa ukudizayina kabusha kwesigaba sekwephuzile okubizayo.
Izingozi & Guardrails
Ukuzenzakalela inqubo ephukile kungakhulisa izinkinga ezikhona.
Amaqembu angase azenze ngokuzenzakalelayo futhi asuse ukwahlulela komuntu okudingekayo.
Ikhwalithi ingakhukhuleka uma okuphumayo kungahlolwa ngokuqhubekayo.
Ukuqalisa Umhlahlandlela
Imephu yokuhamba komsebenzi kwamanje futhi uhlonze isinyathelo sokungqubuzana okuphezulu kakhulu.
Chaza izindawo zokuhlola abantu ngaphambi kokuzenzakalela okugcwele.
Qeqesha abasebenzisi ngokwaziswa, izindlela zokukhuphuka, namazinga ekhwalithi.
Landelela imiphumela yezinga lomsebenzi ukuze uqinisekise inani eliqhubekayo.
Qhubeka Uhlole
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Umhlahlandlela olandelayo
I-AI ku-Antibody kanye ne-Protein Design
Imibuzo evame ukubuzwa
What is AI in Chip Floorplanning and Design?
I-AI yenza ngokuzenzakalelayo ukubekwa kwezingxenye ku-microchip, iphazili eqinile enquma isivinini, amandla, nosayizi we-chip. Kubalulekile ngoba idizayini ye-chip esheshayo, eshibhile iphakela yonke imboni ye-AI neyogesi, okuhlanganisa nama-chips asebenzisa i-AI ngokwayo.
Ngabe i-chip floorplanning inquma ukuthini?
I-Floorplanning ibeka amabhulokhi asebenzayo we-chip ukunciphisa ubude bentambo, amandla, nokushisa ngenkathi ihlangana nesikhathi.
Ephepheni Lemvelo lika-Google lika-2021, i-AI yathatha isikhathi esingakanani ukukhiqiza amapulani aphansi aqhudelanayo?
Isistimu yokufunda yokuqinisa ikhiqize amapulani aphansi ngamahora ayeqhathaniseka noma angcono kunemiklamo yabantu ethathe amaviki.
I-AI iyibekela kanjani inkinga yokubeka?
I-ejenti ibeka amabhulokhi amakhulu eyodwa ngesikhathi, ibheka ukwakheka okuyingxenye ngaphambi kokubeka ngakunye okusha, njengokunyakaza kumdlalo webhodi.
Iyini 'i-netlist' inethiwekhi ye-neural yegrafu efunda kuyo?
I-netlist ichaza izingxenye kanye nokuxhumana kwazo; i-GNN ifaka amakhodi ukuze inqubomgomo ihlanganise ama-chips amasha.
Yimiphi imikhiqizo eletha i-AI chip design ekusetshenzisweni kwezentengiso?
I-DSO.ai kanye ne-Cerebrus angamathuluzi e-AI aqhutshwa nge-electronic design automation asetshenziselwa ukuthuthukisa ama-chips okukhiqiza wangempela.