AI a cikin Chip Floorplanning and Design
AI tana sarrafa sanya abubuwan haɗin gwiwa akan microchip, sanannen wuyar warwarewa wanda ke ƙayyade saurin guntu, ƙarfi, da girman guntu.
Dubawa
It matters because faster, cheaper chip design feeds the entire AI and electronics industry, including the chips that run AI itself.
Zurfafa nutsewa
Tsarin shimfidar ƙasa yana yanke shawarar inda za'a sanya yawancin tubalan (tunani, dabaru, I/O) akan saman guntu don rage tsayin waya, ƙarfi, da zafi yayin saduwa da ƙayyadaddun lokaci. Adadin shirye-shiryen da za a iya yi ya fi yawan adadin zarra a sararin samaniya, kuma injiniyoyin ɗan adam sun shafe makonni a al'adance suna daidaita shimfidu. A cikin 2021, Google ya buga aiki a cikin Nature yana kwatanta hanyar ƙarfafawa-koyo wanda ke samar da tsarin bene a cikin sa'o'i waɗanda suka yi daidai da na ɗan adam, kuma an yi amfani da shi wajen ƙirƙira Google's TPU accelerators. Tsarin yana tsara jeri azaman yanke shawara mai jeri: sanya toshe ɗaya, lura da shimfidar ɓangaren, sanya na gaba. AI kuma yana taimakawa matakai na farko da kuma daga baya, daga haɗakarwa ta tunani zuwa tabbatarwa da gano take hakki na ƙa'idar ƙira, a cikin kayan aikin kamfanoni kamar Synopsys da Cadence.
Fahimtar Fasaha
Hanyar Google tana ɗaukar zanen guntu a matsayin allo kuma yana amfani da wakili na ƙarfafa ƙarfafawa wanda ke sanya macro blocks ɗaya bayan ɗaya, yana jagoranta ta hanyar lada wanda ya haɗa tsayin waya, cunkoso, da yawa. Cibiyar sadarwa ta jadawali tana koyon abubuwan haɗin yanar gizo, jadawali na abubuwan haɗin gwiwa, don haka manufar zata iya haɗawa zuwa kwakwalwan kwamfuta da ba ta taɓa gani ba, tana canza fahimtar koyo maimakon fara kowane ƙira daga karce.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar AI a cikin Tsarin shimfidar ƙasa da ƙira
Kayan aikin ƙira masu amfani da AI sun zama daidaitattun ƙirar ƙirar lantarki, tare da Synopsys DSO.ai da Cadence Cerebrus sun riga sun haɓaka kwakwalwan samarwa na gaske. Yi tsammanin aiki da kai na ƙarshe-zuwa-ƙarshe wanda ke damfara zagayowar ƙira na watanni da yawa kuma yana barin ƙananan ƙungiyoyi su fitar da gasa guntu. Kamar yadda AI ke ƙirƙira na'urori masu haɓakawa waɗanda ke horar da samfuran AI mafi girma, madauki mai haɓaka kansa yana fitowa. Ana ci gaba da muhawara kan nawa hanyoyin AI suka doke algorithms na yau da kullun, suna tura filin zuwa ga madaidaitan ma'auni masu ƙima.
Aiwatar da Gaskiyar Duniya
Google yayi amfani da koyon ƙarfafawa don samar da tsare-tsaren bene don guntun ƙararrakin ƙararrakin sa na TPU AI, kamar yadda aka bayyana a cikin takardar sa na 2021.
Synopsys DSO.ai yana bincika sararin ƙira da kansa kuma masu yin guntu kamar Samsung sun yi amfani da su don haɓaka ƙarfi da aiki.
Cadence Cerebrus yana amfani da koyo na inji don sarrafa kansa da haɓaka aikin aiwatar da guntu na dijital.
Kayan aikin AI suna tuta ƙetare ƙa'idodin ƙira da kuma hasashen cunkoson ababen hawa da wuri, rage tsadar gyare-gyare a ƙarshen mataki.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
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Jagora na gaba
AI a cikin Antibody da Protein Design
Tambayoyin da ake yawan yi
What is AI in Chip Floorplanning and Design?
AI tana sarrafa sanya abubuwan haɗin gwiwa akan microchip, sanannen wuyar warwarewa wanda ke ƙayyade saurin guntu, ƙarfi, da girman guntu. Yana da mahimmanci saboda sauri, ƙirar guntu mai rahusa tana ciyar da duk AI da masana'antar lantarki, gami da kwakwalwan kwamfuta waɗanda ke gudanar da AI kanta.
Menene yanke shawarar shimfidar ƙasa?
Tsarin shimfidar ƙasa yana sanya tubalan aikin guntu don rage tsayin waya, ƙarfi, da zafi yayin haɗuwar lokaci.
A cikin takardar dabi'a ta Google 2021, tsawon wane lokaci AI ta ɗauka don samar da gasa shirye-shiryen bene?
Tsarin ƙarfafa-koyo ya haifar da tsare-tsare na ƙasa a cikin sa'o'i waɗanda suka yi daidai da ko mafi kyau fiye da ƙirar ɗan adam waɗanda suka ɗauki makonni.
Ta yaya AI ke tsara matsalar jeri?
Wakilin yana sanya macro tubalan daya bayan daya, yana lura da shimfidar wuri kafin kowane sabon wuri, kamar motsi a cikin wasan allo.
Menene 'netlist' wanda cibiyar sadarwar jadawali ke koya daga gare ta?
Lissafin gidan yanar gizon yana bayyana abubuwan haɗin gwiwa da haɗin gwiwar su; GNN yana ɓoye shi ta yadda manufofin za su iya gabaɗaya zuwa sabbin kwakwalwan kwamfuta.
Wadanne samfuran ke kawo ƙirar guntu AI cikin amfanin kasuwanci?
DSO.ai da Cerebrus kayan aikin sarrafa kayan aikin lantarki ne da AI ke amfani da su don haɓaka kwakwalwan samarwa na gaske.