I think this is a neat solution for an engineer working on their own and wants to go back and look at the data from various experiments.
I don't see this scaling to many engineers working in a team, who would want to see each others experiment data, or even store artifacts like checkpoints and such. And lastly, in many cases ACLs are required as well when certain models trained with sensitive data shouldn't be shared with engineers outside of a team/group.
I don't see this scaling to many engineers working in a team, who would want to see each others experiment data, or even store artifacts like checkpoints and such. And lastly, in many cases ACLs are required as well when certain models trained with sensitive data shouldn't be shared with engineers outside of a team/group.