Closed ChenYi015 closed 3 months ago
Agree, especially considering that this feature is an experimental feature. As stated in https://github.com/kubeflow/arena/issues/1059, we need to support model management in Arena, so I believe it is necessary to migrate the model subcommand to analyze. Perhaps we can complete this in the next release version.
cc @cheyang @gujingit
Currently, the
arena model
subcommand is used for submitting a model analysis job, with available job types beingprofile
,evaluate
,optimize
andbenchmark
. These jobs have nothing to do with model management. To integrate some form of model registry, we first need to migrate thearena model
subcommand to somewhere else, likearena model analyze
.Before migration:
After migration: