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Upload existing models to modelDB interface #43

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YujiOshima opened this issue Apr 13, 2018 · 1 comment
Closed

Upload existing models to modelDB interface #43

YujiOshima opened this issue Apr 13, 2018 · 1 comment
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@YujiOshima
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ModelDB provides nice UI.
Enabled to upload models that are not the Katib managed trail would be nice.
Add model upload API to Katib manager and commands to katib-cli.
In my idea, cli is like below.

katib-cli upload --parameter "{'paramA':20,'paramB':'cat'}" --metrics "{'accuracy':0.9,'recall':0.7}" --pvc nfs --path logs/model1 

--parameter and --metrics are optional but you can sort with these parameters in the UI.
Setting pvc and path correctly, katib create TF-board link.

cc @jlewi

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