Ukuhlaziywa kwedatha nokufunda ngomshini kusetshenziswa nsuku zonke nezinkampani ezizama ukuzijabulisa nazo zibhekana nezinkinga zokuhlanganiswa ngokujwayelekile. Ukuhlangabezana nalezi zinselelo, I-IBM isanda kwethula iCodeFlare, uhlaka lomthombo ovulekile, okuyi kusekelwe ohlelweni lukaRay olusatshalaliswa kusuka elabhorethri yeRISE kusuka e-University of California eBerkeley ngezinhlobo zokufunda ngomshini.
ICodeFlare ihlose ukwenza lula inqubo ye-AI yokulungiselela ngezinto ezithile ukukala ukugeleza Umsebenzi wedatha futhi wakhula ngephrojekthi eqenjini le-IBM elibhekele ukudala enye yezinhlamvu zokuqala ezingama-2-nanometer prototype chips.
I-IBM ithi iCodeFlare isiza ukwenza lula ukuhlanganiswa nokukala okusebenzayo kwemininingwane emikhulu nokuhamba komsebenzi wezobunhloli bokufakelwa kungqalasizinda yamafu amaningi.
"ICodeFlare ithatha umqondo wokufunda ngomshini owenziwe lula ... isinyathelo esisodwa ukuya phambili, ukudlula izinyathelo ezihlukanisiwe ukuze uhlanganise ngaphandle kwamapayipi amapayipi okugcina kuze kube sekugcineni enesixhumi esibonakalayo esisosayensi esinjengePython, hhayi iziqukathi," kusho uPriya Nagpurkar, i-Principal Hybrid Cloud Ipulatifomu kwa-IBM Research, i-VentureBeat ithe nge-imeyili… iyazihlukanisa ngokwenza lula ukuhlanganiswa nokukalwa kwamapayipi wonke ngesimo sokusebenza esihlangene nesokuhlela. "
Eposini le-blog, I-IBM ichaze ukuthi ukudala amamodeli wokufunda wemishini kulezi zinsuku kungumsebenzi omkhulu kakhulu.. Abaphenyi kufanele baqale baqeqeshe futhi basebenzise kahle imodeli, efaka imisebenzi efana nokuhlanzwa kwedatha, ukukhishwa kwesici, bese kwenziwa ubuhle bemodeli, futhi kulapho i-IBM ithe iCodeFlare isiza ukwenza lula lo msebenzi.
Njengoba iCodeFlare isebenzisa i-interface ngokuya ngolimi lohlelo lwePython ukudala ipayipi, okulula ngalo ukuhlanganisa, ukufanisa nokwabelana ngemininingwane. ICodeFlare ingasetshenziselwa ukuhlanganisa ukuhamba kwamapayipi kuzingxenyekazi eziningi zekhompyutha, ngaphandle kokufunda ulimi olusha lokuhamba komsebenzi ngohlobo ngalunye lwengqalasizinda.
I-IBM ithe amapayipi ingafakwa kunoma iyiphi ingqalasizinda yamafu, kufaka phakathi Injini entsha ye-IBM Cloud Code, okuyi-platform engena-server kanye ne-Red Hat OpenShift, futhi futhi inikezela ngama-adaptha wezinto ezibangela imicimbi, njengokufika kwefayela elisha, okusho ukuthi amapayipi angahlangana futhi axhumane nezinye izinto eziphilayo zemvelo zamafu, kusho i-IBM.
Ngaphezu kwalokho, futhi ivumela idatha ukuthi ilayishwe futhi yahlukaniswe kusuka emithonjeni eminingi, njengezitolo zezinto zamafu, amachibi edatha, kanye nezinhlelo zamafayela ezisatshalaliswa.
Inzuzo enkulu yokusebenzisa i-CodeFlare ukusetha amaphrojekthi amasha wokufunda ngomshini isivinini. Le nkampani yathi lapho omunye wabasebenzisi bayo esebenzisa iCodeFlare ukuhlaziya nokwandisa amapayipi ayi-100,000 15 ukuqeqesha amamodeli wokufunda ngemishini, kunciphise isikhathi sokugijima ngalinye lisuka emahoreni amane liye kwimizuzu eyi-XNUMX kuphela.
Ijubane libalulekile, i-IBM ichaze, ngoba amasethi wedatha ayakhula futhi makhulu, okusho ukuthi ukuhamba komsebenzi wokufunda komshini kuba nzima kakhulu futhi kuyinkimbinkimbi. Kanjalo, abacwaningi bachitha isikhathi esiningi belungisa izilungiselelo zabo ngaphambi kokwenza izinto.
"I-IBM iphishekela lokhu ngokusebenzisa umthombo ovulekile iCodeFlare njengohlaka lwabasebenzi bedatha nabathuthukisi bezokwakha amamodeli obuhlakani bokuzenzela angahamba kunoma yiliphi ifu," kusho uMueller. "ICodeFlare isebenza kuRedHat OpenShift futhi ifinyelela amandla amafu amaningi ukusuka lapho."
I-IBM ithe:
ICodeFlare iya emthonjeni ovulekile namuhla iyatholakala ekhosombeni le-IBM eGitHub, futhi iphinda ikhiphe amasampula amaningana wamapayipi weCodeFlare ewenzile nalawo asebenza ku-IBM Cloud neRed Hat OpenShift.
Okokugcina uma unesifiso sokwazi okwengeziwe ngakho noma ukwazi ukuhlola ikhodi yomthombo yeCodeFlare, ungakwenza kusuka kusixhumanisi esilandelayo.