0.4.0: Native MLFlow tracking server support
The biggest feature in this new release is native support for logging to an MLFlow tracking server using the UV Metrics project, via #35) This feature is in alpha, and baking internally; expect documentation soon!
If you want to try this out, check out the tutorial in tutorials/uv-metrics
: https://github.com/google/caliban/blob/master/tutorials/uv-metrics/README.md
More features
- minor bugfixes for GKE (#85)
- additional tests for gke.{types, util} (#84)
- re-order custom apt packages before pip requirements (#82)
- modify base image to our more general cloudbuild naming scheme (#80)
- updated
google-auth
dependency version to1.19.0
(#79) - add clearer contribution info (#76)
- Update uv-metrics tutorial (#74, #72)
- add support for running an embedded cloudsql_proxy (#60)
- bugfix for #65: do not add resource maxima when quota is < 1 (#67)
- Updated accelerator regions (and globally availabe AI Platform regions to
match the current state here):
https://cloud.google.com/ai-platform/training/docs/regions