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@dvdjlaw dvdjlaw commented Jul 25, 2021

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dvdjlaw commented Jul 25, 2021

Notes:

Vertex doesn't seem to be fully ready yet.

  • the gcloud api doesn't seem to be feature-complete
  • gcloud beta ai custom-jobs allows using pre-built containers, but doesn't support hyperparameter tuning
  • gcloud beta ai hp-tuning-jobs allows hyperparameter tuning, but there's no link to HyperparameterTuningSpec documentation and it requires most config to be passed via yaml.
  • Using the container built via custom-jobs for hp-tuning-jobs seems to use Python 2.7 for the entrypoint ...
  • Fully writing the container (Dockerfile) would likely get around this issue but is a larger change and not exactly in line with the original approach of this example

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