How do I export a model from Google AutoML

Issue

I created an AutoML model and trained it. I’m interested on downloading the model but I cant figure out how, I tried following the instructions here but when I go to the "test and use" tab I don’t see the options of TF Lite like are shown in the instructions.Has anyone successfully exported a model ?

Solution

I tried to replicate a test in my project but did not encounter the missing TF lite option. I successfully exported the model after training.

Did you by any chance encountered any issues and/or errors during your training?

By the way, I followed this documentation which outlined the steps starting from setting up a project up to exporting the model. (of course you can skip the parts you already did, ie. project setup, creation of GCS bucket).

Alternatively, you can use the "Container" export option to export your model in SavedModel format. The saved model format contains the complete tensorflow model. It contains the weights and the information needed to be shared and deployed, as well as for fine-tuning and perform explainability analysis.

Answered By – Rally H

This Answer collected from stackoverflow, is licensed under cc by-sa 2.5 , cc by-sa 3.0 and cc by-sa 4.0

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