pythonamazon-web-servicesamazon-sagemakerautopilot

Model generated by AWS autopilot


After AWS Autopilot creates a model, How to use that model to the training data set offline?

How to use that .tar.gz model file?


Solution

  • The .tar.gz file is a model artifact

    To create a model, you combine the algorithm container and the model artifact

    You can do so in the Console, under Inference > Models > Create Model

    What do you mean by "How to use that model to the training data set offline?"

    If you mean, "run a batch transformation", then once you create a model, you can select the model in the console, then click 'Create batch transform job'

    If you want to do it locally, then you can use the SageMaker Python SDK in Local Mode and run the transform on your local computer (requires Docker)