Log all config hyper parameters to mlflow tags #480
Comments
guybartal
added a commit
that referenced
this issue
May 18, 2024
closes #480 ### This PR includes - Log all hyper parameters to mlflow - Config refactoring - lowercase for all attributes as those are not constants (match coding conventions) - Print azure ml monitoring URL right after its creation to allow easy access to monitoring (ctrl + left click) - Fix issues with experiment and job names, allowing azure ml commands open experiment and mlflow runs automatically, while locally we create those manually. - Remove unused experiment settings from `.env` sample file - Hide warning azureml warnings by using `CliV2AnonymousEnvironment` as Azure ML environment name - Temporary solution for wrong json format in Q&A Gen step with current CI generation model version by removing all "..."` strings from the model response ### WIP #540
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
As a researcher I would like all my
config.jsonhyper parameters logged asmlflowtags as soon as possibleSo, I would be able to compare between my job runs even if pipeline didn't finish to run (failed / long time running).
note:
today only few properties are being tagged in mlflow and many parameters are missing.
Tasks
The text was updated successfully, but these errors were encountered: