How to load a SavedModel into an Estimator?

[Bandido brazo]

How can I load a SaveModel that I got using export_savedmodel() back into the Estimator? My use case is very similar to this question on Stack Overflow. As noted in the question, passing a SessionRunHook into the hooks argument of train does not work.

[Magnus Hyttsten]

For now, you should check out tf.contrib.predictor.from_saved_model. This allows you to call predict method.

Observe that you export to a SavedModel so you can't do eval or train from one. If you want to continue training, you should simply rely on the checkpoint files saved the Estimators as part of the model_dir you specify.

On Wed, Jan 24, 2018 at 4:08 AM Bandido brazo <714...@gmail.com> wrote:

How can I load a SaveModel that I got using export_savedmodel() back into the Estimator? My use case is very similar to this question on Stack Overflow. As noted in the question, passing a SessionRunHook into the hooks argument of train does not work.

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[Bandido brazo]

Thank you for the suggestion. This solved my problem.