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Fault Tolerance and GPU Failures at Scale
Tekinoroji
Basics GUIDE
AI Kukundikana Modes
Iyo AI yekutadza maitiro inzira inodzokororwa iyo system inogona kuburitsa isingagamuchirwe mhedzisiro.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Mienzaniso inosanganisira zvirevo zvisingatsigirwe, nyaya dzakapotsa, kuburitswa kwedata, zviito zvematurusi zvisina kuchengetedzeka, uye kukundikana pasi pezvakachinjwa. Kuronga nzira dzekutadza kunobatsira zvikwata kuyedza uye kugadzirisa zvinokonzeresa pane kubata mhosho yese sedambudziko rimwe chete.
Zvakakosha zvinobuda
- Rondedzera zvinokonzeresa nemhedzisiro.
- Kusiyanisa modhi, data, uye kutadza kwekufamba kwebasa.
- Match mitigations kune chakaonekwa chikonzero.
Kudzika Kwakadzika
Tanga nemaitiro akatarisirwa uye miganhu yawo. Chikamu chisiri icho, chirevo chakagadzirwa, uye chikumbiro chekubhadhara chakapetwa zvinoda mhinduro dzakasiyana. Rekodha chinokonzeresa, chakacherechedzwa mhedzisiro, chakakanganisika chikamu, uye inoshanda mhedzisiro yekutadza kwega kwega. Siyanisa kukanganisa kwemuenzaniso kubva pakukanganisa kwehurongwa. Muenzaniso unogona kududzira chikumbiro nemazvo apo chishandiso chichiita neakaundi isiriyo, gwaro rekare rinopa mutemo wekare, kana kuedza zvakare kudzokorora kushanda kwapera. Kupedzisa-kusvika-kumagumo verification kwakakosha kana chinobuda chichigona kushandura mamiriro ekunze. Edzai kusiyanisa kwakajairwa uye kushandiswa zvisirizvo nemaune zvakasiyana. Shanduko dzemafomati, madimikira, dhata risipo, magwaro marefu, uye mirairo inopokana inogona kufumura kushaya simba pasina mhandu. Maedzo ekuchengetedza anowedzera zviitiko apo munhu anorwisa anoedza kudzosera maitiro kana kuwana ruzivo. Sarudza zvidzoreso zvinoenderana nechikonzero: zvibvumirano zvekupinza, cheki yehumbowo, miganho yemvumo, zviziviso zvekutengeserana, kurega, kana kuongorora kwevanhu. Chengetedza zviitiko zvakakundikana zvekuongorora kudzokororwa uye rekodha zvakasara kusava nechokwadi. Kuderedza kunobata muenzaniso mumwechete hakufanirwe kutsanangurwa sekubvisa boka rose rekukundikana.
04Muenzaniso wakashanda
Kupatsanura kuurayiwa kubva pakubudirira kudai
Fungidzira mubatsiri achitaura kuti faira rakachengetwa mushure mekunge chishandiso chayo chekuchengetedza chapera.
Ongorora kwaunoenda kuti uone kana faira ririko uye kuti zvirimo zvinoenderana here nechikumbiro.
Kana mhedzisiro isingazivikanwe, shuma iyo nyika uye shandisa danho rekuyananisa rakachengeteka usati waedza zvakare. Wedzera iyo timeout kesi kune regression suite.
Zvazvinoratidza
Uyu muenzaniso wekufungidzira unoedza kupedzwa kunocherechedzwa kwete kutsanangura kwemubatsiri pazviri.
Kuitwa muNyika yeChokwadi
Bvunzo inoedza zvakare haidzokorori chiito chatopera.
Tarisa kuti muchidimbu anochengetedza here kuramba uye kusava nechokwadi.
Kuzvishandisa
Nei zvichikosha
- Sarudzo dzakajeka. Inokubatsira kuparadzanisa zvakajeka zvichemo zvehunyanzvi kubva mumutauro wekushambadzira.
- Mutengo uye bhajeti. Iwe unogona kubvunza zvirinani kuita mibvunzo usati washandisa mari kana nguva.
- Team uye workflow. Zvikwata zvine nzwisiso yakagovaniswa inoita zvirinani chigadzirwa, mutemo, uye sarudzo dzekudzidza.
Chenjera
- Zvikwata zvakasiyana zvinogona kushandisa izwi rimwechete zvakasiyana, saka tsanangura nzvimbo nekukurumidza.
- Benchmarks inogona kutaridzika yakasimba nepo chaiyo-yenyika kuita isina kuenzana.
- Kuregeredza mhando yedata uye zvirongwa zvekuongorora zvinowanzogadzira mhedzisiro isina kusimba.
Matanho anotevera
- Tanga netsanangudzo yemutauro wakajeka yemhedzisiro yaunoda.
- Sarudza metric imwe yekubudirira uye imwe yekutadza mamiriro usati waedzwa.
- Mhanya mutyairi mudiki ane data remumiriri, kwete demo rakakwenenzverwa.
- Nyora uko AI Kukundikana Modes inobatsira uye uko nzira dzakareruka dziri nani.
Sources uye kuwedzera kuverenga
Ramba Uchiongorora
Tsamba yemahara
Tora iyo yemazuva ese AI pfupiso
Nhatu dzakasimbiswa dzeAI nyaya mangwanani ega ega pakati pevhiki, dzakanyorwa neChirungu chakajeka. Yemahara zvachose, hapana ads.
Imwe email zuva rega rega revhiki. Bvisa kunyoresa kamwe chete. Hatimbotengese kana kugovera kero yako.
Zviedze iwe pachako
Take the AI Failure Modes quiz
Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.
Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo
Mibvunzo inowanzo bvunzwa
Kugadzirisa imwe yakakundikana muenzaniso inoratidza kuti kutadza modhi kwakabviswa here?
Aiwa. Edzai misiyano ine musoro uye chikonzero chikuru. Kudzokorora kumwe kwakabudirira uchapupu hushoma.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi