AI muChip Floorplanning uye Dhizaini
AI inogadzirisa kuiswa kwezvikamu pamicrochip, iyo ine mukurumbira yakaoma puzzle inotaridza kumhanya kwechip, simba, uye saizi.
Pfupiso
It matters because faster, cheaper chip design feeds the entire AI and electronics industry, including the chips that run AI itself.
Kudzika Kwakadzika
Floorplanning inosarudza kwekuisa zvivharo zvakawanda (ndangariro, logic, I/O) pamusoro pechip chip kudzikisa kureba kwewaya, simba, uye kupisa uchisangana nezvimhingamipinyi zvenguva. Huwandu hwezvirongwa zvinogoneka hwakakura kupfuura huwandu hwemaatomu ari muchadenga, uye mainjiniya evanhu aigara achipedza mavhiki achigadzirisa marongero. Muna 2021, Google yakadhinda basa muZvisikwa richitsanangura nzira yekusimudzira-yekudzidza iyo inogadzira chip floorplans mumaawa anofananidzwa kana nani pane akaitwa nevanhu, uye yakashandiswa kugadzira Google's TPU accelerator. Iyo masisitimu mafuremu kuiswa sechisarudzo chakatevedzana: isa bhuroka rimwe, tarisa iyo chikamu dhizaini, isa inotevera. AI inobatsirawo nhanho dzekutanga uye dzepashure, kubva kumagariro ekugadzirisa kusvika pakuona uye kuona kutyorwa kwemitemo yekugadzira, pamaturusi kubva kumakambani akaita seSynopsys neCadence.
Technical Insight
Google's nzira inobata chip canvas sebhodhi uye inoshandisa yekusimbisa-yekudzidza iyo inoisa macro blocks panguva imwe, inotungamirwa nemubairo unobatanidza kureba kwewaya, kudhumhana, uye kuwanda. Girafu neural network inodzidza kumisikidzwa kweiyo netlist, girafu yezvikamu uye kubatana kwavo, saka mutemo unogona kuita machipisi zvausati wamboona, kuendesa yakadzidza intuition pane kutanga dhizaini yega yega kubva pakatanga.
Strategic Impact
Vaka sarudzo
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo.
Team uye workflow
Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba.
Ngozi uye kuchengeteka
Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa.
Ramangwana reAI muChip Floorplanning uye Dhizaini
AI-inotyairwa dhizaini maturusi ari kuita chiyero mune zvemagetsi dhizaini otomatiki, ine Synopsys DSO.ai uye Cadence Cerebrus yatove optimize chaiwo ekugadzira machipisi. Tarisira kumagumo-kusvika-kumagumo otomatiki anodzvanya madhizaini emwedzi yakawanda uye inoita kuti zvikwata zvidiki zvibvise machipisi emakwikwi. Sezvo AI inogadzira iwo chaiwo anomhanyisa anodzidzisa akakura maAI mamodheru, chiuno chinozvinatsiridza chinobuda. Gakava rinoenderera mberi pamusoro pekuti ingani nzira dzeAI dzinorova echinyakare algorithms, ichisundira munda kune wakaomarara, unoberekana mabhenji.
Real-World Implementation
Google yakashandisa kusimbisa kudzidza kugadzira floorplans yayo TPU AI accelerator machipisi, sezvinotsanangurwa mu2021 Nature bepa.
Synopsys DSO.ai inotsvaga yakazvimirira nzvimbo dzekugadzira uye yakashandiswa nevanogadzira chipmaker seSamsung kukwirisa simba nekuita.
Cadence Cerebrus inoshandisa muchina kudzidza kuita otomatiki uye kugadzirisa dhijitari chip kuita kuyerera.
AI maturusi mureza dhizaini-mutemo kutyorwa uye kufanotaura nzira kusangana nekukurumidza, kuderedza kudhura kunonoka-danho redhizaini.
Njodzi & Guardrails
Kuita otomatiki nzira yakaputsika inogona kukudza matambudziko aripo.
Matimu anogona kuwedzera otomatiki uye kubvisa kutonga kunodiwa kwevanhu.
Hunhu hunogona kudonha kana zvinobuda zvikasaramba zvichiongororwa.
Implementation Roadmap
Mepu mafambiro ebasa uye ratidza danho repamusoro-soro.
Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki.
Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando.
Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba.
Ramba Uchiongorora
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Gaidhi rinotevera
AI muAntibody uye Mapuroteni Dhizaini
Mibvunzo inowanzo bvunzwa
What is AI in Chip Floorplanning and Design?
AI inogadzirisa kuiswa kwezvikamu pamicrochip, iyo ine mukurumbira yakaoma puzzle inotaridza kumhanya kwechip, simba, uye saizi. Izvo zvine basa nekuti nekukurumidza, yakachipa chip dhizaini inopa iyo yese AI neindasitiri yemagetsi, kusanganisira machipi anomhanyisa AI pachayo.
Chii chinosarudza chip floorplanning?
Floorplanning inoisa zvivhariso zvechip kuti zvideredze kureba kwewaya, simba, uye kupisa paunenge uchisangana nenguva.
Mu Google's 2021 Nature bepa, iyo AI yakatora nguva yakareba sei kugadzira makwikwi efloorplans?
Iyo yekusimbisa-yekudzidza sisitimu yakagadzira floorplans mumaawa akaenzana kana nani pane magadzirirwo evanhu akatora mavhiki.
Iyo AI inogadzirisa sei dambudziko rekuisa?
Mumiririri anoisa macro blocks imwe panguva, achicherekedza marongero akasarudzika pamberi pega yega yega yekuiswa, sekufamba mumutambo webhodhi.
Chii chinonzi 'netlist' iyo graph neural network inodzidza kubva?
Iyo netlist inotsanangura zvikamu uye kubatana kwavo; a GNN inoisa kodhi kuitira kuti mutemo ugone kuita machipisi matsva.
Ndezvipi zvigadzirwa zvinounza AI chip dhizaini mukushandiswa kwekutengesa?
DSO.ai neCerebrus iAI-inofambiswa nemagetsi dhizaini otomatiki maturusi anoshandiswa kukwenenzvera chaiwo ekugadzira machipisi.