Cov txheej txheem:
Video: Koj ua li cas rau tus qauv TensorFlow?
2024 Tus sau: Stanley Ellington | [email protected]. Kawg hloov kho: 2023-12-16 00:17
Txhawm rau ua tus qauv Tensorflow , tsuas yog export ib SavedModel los ntawm koj Tensorflow qhov kev pab cuam. SavedModel yog hom lus-nruab nrab, rov qab tau, hermetic serialization hom uas ua rau cov txheej txheem siab dua thiab cov cuab yeej los tsim, noj, thiab hloov pauv. TensorFlow qauv.
Raws li, kuv yuav ua li cas khiav TensorFlow qauv?
Nov yog cov kauj ruam peb yuav ua:
- Ua tus qauv ruam ua piv txwv, cob qhia thiab khaws cia.
- Nqa cov kev hloov pauv uas koj xav tau los ntawm koj tus qauv khaws cia.
- Tsim cov ntaub ntawv tensor los ntawm lawv.
- Tsim tus qauv kos npe.
- Tsim thiab txuag tus qauv tsim.
- Rub tawm Docker duab nrog TensorFlow ua haujlwm twb muab tso rau ntawm nws.
Tsis tas li ntawd, TensorFlow yog dab tsi? TensorFlow Kev Pabcuam yog ib qho yooj yim, ua haujlwm siab kev pab system rau tshuab kev kawm qauv, tsim rau ntau lawm ib puag ncig. TensorFlow Kev Pabcuam muab kev koom ua ke tawm ntawm lub thawv nrog TensorFlow qauv, tab sis tuaj yeem yooj yim txuas mus rau pab lwm hom qauv thiab cov ntaub ntawv.
Hais txog qhov no, TensorFlow ua haujlwm li cas?
TensorFlow Kev Pabcuam tso cai rau peb xaiv cov qauv ntawm tus qauv, lossis "servable" peb xav siv thaum peb ua qhov kev thov. Txhua version yuav raug xa tawm mus rau qhov sib txawv sub-directory nyob rau hauv txoj kev muab.
Tus qauv server yog dab tsi?
Qauv Server rau Apache MXNet (MMS) yog qhov qhib qhov sib txuas uas yog tsim los ua kom yooj yim rau txoj haujlwm ntawm kev siv cov kev kawm tob. qauv rau inference ntawm scale. Kev xa tawm qauv rau inference tsis yog ib txoj hauj lwm tsis tseem ceeb.
Pom zoo:
Yuav ua li cas koj xam tus qauv ua hauj lwm nyob rau hauv tus txheej txheem?
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Dab tsi yog qhov txawv ntawm tus qauv tsim nqi ncaj ncees thiab tus qauv rov ntsuas dua?
Lwm yam tshaj tus nqi ncaj ncees tsis muaj depreciation whereas revaluation qauv muaj depreciation. Yog tias muaj qhov nce hauv tus qauv tus nqi ncaj ncees rau cov cuab yeej nqis peev, puas yog qhov txiaj ntsig tseem hu ua qhov nce ntawm kev txheeb xyuas uas yog tib yam rau tus qauv rov qab rau ppe???