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aws-vs-gcp

Experimenting with training a model in different ways within two cloud service providers

GCP

Training a model in Vertex training job

  1. push training image to GAR
  2. create vertex training job
  3. view results?

EXP 1: sklearn dummy

Model: sample_sklearn_model Compute Service: Vertex AI Compute hardware: n1-standard-4 (w/ 100gb ssd) Provisioning time: 1 minute 30 seconds Task time: 30 seconds Total time: 2 minutes Cost: Notes: startup time was rather long. Not good for quick exp.

**EXP 2:

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