Overview
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.
AI muChip Floorplanning uye Dhizaini inotarisa pane inoshanda kuendesa: kushandura modhi kugona kuita yakavimbika zuva nezuva workflows inopa kukosha kunoyerwa.
Deep Dive
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.
Mastering AI muChip Floorplanning uye Dhizaini
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. AI muChip Floorplanning uye Dhizaini inotarisa pane inoshanda kuendesa: kushandura modhi kugona kuita yakavimbika zuva nezuva workflows inopa kukosha kunoyerwa. Kuvaka kunzwisisa kwakadzama, kubata AI muChip Floorplanning uye Dhizaini semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvinodikanwa, kujekesa fungidziro, uye patsanura izvo zvingaitwa nehurongwa zvakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa AI muChip Floorplanning uye Dhizaini inotarisa pane zvinobuda mukufambiswa kwebasa, kwete mademo emuenzaniso, uye kutsanangura nzvimbo dzekutarisa dzevanhu kare. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo. Panguva imwecheteyo, Kuita otomatiki nzira yakaputsika inogona kuwedzera matambudziko aripo. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.
Strategic Impact
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo.
Kushandisa-level dhizaini inosarudza kana AI inovandudza mhedzisiro chaiyo. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba.
Yakanaka workflow kusanganisa inogadzira budiriro inowanikwa vashandisi vanogona kuvimba. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa.
Makesi ekushandisa akakwenenzverwa anoderedza kupera kuneta uye njodzi yekushandisa. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
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.
Maitiro Ekuita
AI muChip Floorplanning uye Dhizaini mukuita
Google yakashandisa kusimbisa kudzidza kugadzira floorplans yayo TPU AI accelerator machipisi, sezvinotsanangurwa mu2021 Nature bepa.
Google yakashandisa dzidziso yekusimbisa kugadzira floorplans yayo TPU AI accelerator machipisi, sekutsanangurwa kwayo mune yayo 2021 Nature mapepa Matimu anowanzo kuwana mhedzisiro iri nani paanotsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
AI muChip Floorplanning uye Dhizaini mukuita
Synopsys DSO.ai inotsvaga yakazvimirira nzvimbo dzekugadzira uye yakashandiswa nevanogadzira chipmaker seSamsung kukwirisa simba nekuita.
Synopsys DSO.ai inotsvaga yakazvimirira nzvimbo dzekugadzira uye yakashandiswa nevagadziri vakaita seSamsung kukwidziridza simba nekuita Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura hunhu hwepamberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
AI muChip Floorplanning uye Dhizaini mukuita
Cadence Cerebrus inoshandisa muchina kudzidza kuita otomatiki uye kugadzirisa dhijitari chip kuita kuyerera.
Cadence Cerebrus inoshandisa muchina kudzidza kuita otomatiki uye kuvandudza dhijitari chip kusevenzesa kuyerera Matimu anowanzo kuwana zvirinani zvibodzwa kana achinge atsanangura emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
AI muChip Floorplanning uye Dhizaini mukuita
AI maturusi mureza dhizaini-mutemo kutyorwa uye kufanotaura nzira kusangana nekukurumidza, kuderedza kudhura kunonoka-danho redhizaini.
AI maturusi mureza dhizaini-mutemo kutyorwa uye kufanotaura kumhanyisa kumhanyisa nekukurumidza, kuderedza kudhura-nguva-danho redhizaini Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangudza emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
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.
Mepu mafambiro ebasa uye ratidza danho repamusoro-soro. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki.
Tsanangura nzvimbo dzekutarisa dzevanhu isati yazara otomatiki. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando.
Dzidzisa vashandisi pane zvinokurudzira, nzira dzekukwira, uye mhando dzemhando. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba.
Tevera basa-level zvabuda kuti usimbise kukosha kwakasimba. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.