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Kediska Garaafyada Seldon Core iyo Inference

Waxay hubisaa qaybaha garaafyada Seldon, habaynta, isku-darka, qaab dhismeedka DAG, u adeegida borotokoolka iyo calaamadaha fiirsashada.

Wadooyinka haga ee la xidhiidhaSawirrada Seldon Core iyo Inference
Su'aal 1 ee 8

Waa maxay sifada qeexan ee ka soocaysa Seldon Core server-ka-qaabka ah?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Waa maxay sifada qeexan ee ka soocaysa Seldon Core server-ka-qaabka ah?
    • Garaafyada tixraaca ee silsiladda qaybo badan
    • Tababarka qaab-dhismay
    • Darawal GPU gaar ah
    • Calaamadaynta xogta tooska ah
  2. Waa kuwee qaybta garaafyada Seldon ee go'aaminaysa noodhka ilmaha ee loo dirayo codsi, taasoo awood u siinaysa imtixaanada A/B?
    • Beddelka
    • Router
    • Isku-darka
    • Qaabka
  3. Waa kuwee qayb noocee ah ayaa isu geynaya wax soo saarka noocyo badan oo isku-dubarid ah?
    • Router
    • Beddelka
    • Isku-darka
    • Bilawga
  4. Qaab dhismeedka garaaf noocee ah ayuu sameeyaa garaaf wax barasho Seldon?
    • Mesh wareeg ah
    • Liis siman
    • Geed binary kaliya
    • Garaaf acyclic toosan (DAG)
  5. Seldon Core v2, waa kee server-ka iyo borotokoolka awood u siinaya noocyo badan oo u adeega garaafka?
    • MLServer iyo borotokoolka faragelinta Furan
    • Adeegga TensorFlow iyo gRPC-kaliya
    • Nginx iyo REST
    • Spark iyo Parquet
  6. In the Seldon Core 1 Router documentation, what can shift traffic toward better-performing models over time?
    • Nightly retraining only
    • A multi-armed bandit using live reward signals
    • Increasing the pod CPU limit
    • Caching every response
  7. Which Seldon graph component can preprocess a request or postprocess a model response?
    • Isku-darka
    • Router
    • Beddelka
    • Explainer
  8. Which description of Seldon Core 2 observability is accurate?
    • Metrics, tracing and payload logging are all automatically enabled for every REST/gRPC prediction
    • It provides only GPU metrics and no tracing
    • Payload logging always stores every model request in a local file
    • Metrics are exposed; tracing requires configuration, and payload logging is limited to configured Kafka-backed pipeline paths