Federated kawm – yog dab tsi?
Txheej txheem cej luam
kev kawm tshuab raws li lub tswvyim yog tsis muaj dab tsi tshiab. Koj tuaj nyob ntau yam piv txwv ntawm lub tshuab kawm nyob rau hauv koj lub neej hnub. Pom zoo muab los ntawm ib lub website ecommerce yog, Piv txwv, ib lub sij hawm kawm ntawv. Google muaj tau ua hauj lwm rau lub tswvyim tshiab hu ua Federated Learning uas yuav redefine computers kawm los ntawm cov ntaub ntawv. Tsis zoo li cov ntaub ntawv cov kev kawm tshuab, neeg siv cov ntaub ntawv yog muab cia rau smartphone apps. Tus apps kawm los ntawm cov neeg siv ntaub ntawv thiab cov inputs lub sij hawm thiab ua ntau intuitive. Neeg siv cov ntaub ntawv tsis centralized. Nws ntseeg tau tias Federated Learning yuav ua rau cov ntaub ntawv ceev thiab ntaub ntawv tsis pub twg paub. Qhov no yuav tsum tau muab sau tias lub tswvyim tshiab thiab Google ua hauj lwm rau tej teeb meem xws li ntev li ntev rau load smartphone txheej txheem. Tseem, nws tsis zoo li ntawd Google pioneered los yog tswv lub tswvyim. Kua muaj twb ua haujlwm rau lub tswvyim no tswvyim, albeit uas muaj ib lub npe sib txawv.
Kev Kawm Federated Learning (Federated Learning Learning)?
Federated Learning yog ib txoj kev kawm rau cov cav tov. Tam sim no yog specifically siv rau smartphones nrog rau Hauv kev khiav hauj lwm. Tus apps rau lub smartphone kawm los ntawm cov neeg siv inputs xws li keywords thiab nplua nuj tus algorithms. Raws li cov kev kawm, yuav ua tau ntau yam hauj lwm xws li qhia tailored pom zoo. Muab lub tswv yim rau kev xyaum, Google siv nws tus kheej keyboard GBoard rau lub smartphones rau cov neeg siv inputs. Nws muaj kuj DVR ib lub teeb version ntawm nws cov cov kev kawm tshuab software Tensorflow rau lub smartphones. Tsis zoo li nyob rau hauv lub tshuab kawm, neeg siv cov ntaub ntawv yog tsis muab cia rau hauv huab tab sis rau lub apps. Li ntawd, neeg siv ntaub ntawv yog ruaj ntseg thiab txoj kev sai.
Yuav tsum nyeem – To taub cov kev kawm tshuab
Qhov txawv ntawm tsoom fwv teb chaws txoj kev kawm thiab kev kawm tshuab
Qhov txawv ntawm lub ntsiab yog:
- Cov ntaub ntawv nyob ntev: Kev kawm tshuab kawm, Txhua tus neeg siv cov ntaub ntawv yog muab cia rau hauv cov huab tab sis rau txoj kev kawm federated, Tus neeg siv cov ntaub ntawv yog muab cia rau hauv lub smartphone app.
- Algorithm: Kev kawm tshuab kawm, Tus algorithms uas yog tsim los yog muab kho raws li cov ntaub ntawv sib ntxiv. Rau kev kawm federated, kev cai algorithms yog tsim los ntawm cov neeg siv cov ntaub ntawv.
- Hloov yus: Kev kawm tshuab yog nyob ntawm kev tshiab thaum federated kawm tsis yog.
Kuj nyeem ntawv – Cawv txog txoj kev kawm tshuab rau mov saw tswj
Yuav ua li cas thiaj Federated Learning redefine?
Federated learning promises zoo apps cov peevxwm hauv kev kawm los ntawm cov neeg siv inputs thiab ceev. Apps yuav muaj kev khees me ntsis zoo xws li khoom zoo.
Cov Kev Txwv
Nws ntseeg tau tias cov ntaub ntawv ntim ntaub ntawv yuav muaj ntau siab rau lub smartphone roj teeb thiab cov txheej txheem.
Xaus
Federated Kawm nkawd zoo li ib lub tswv yim pheej. Nws yuav ua kom zoo npaum li cas apps adapt rau diverse neeg siv cov ntaub ntawv thiab xa cov kev pab cuam. Nws cov ntsiab lus tseem ceeb yog zoo kawm ab peev xwm thiab cov neeg siv kev kawm thiab ntau cov ntaub ntawv tsis pub twg paub.
Nyeem ntxiv nyiam cov txheej txheem kev kawm tshuab
