tf.estimator.Exporter

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A class representing a type of model export.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.estimator.Exporter, `tf.compat.v2.estimator.Exporter`

Attributes
name	Directory name. A directory name under the export base directory where exports of this type are written. Should not be None nor empty.

Methods

export

View source

@abc.abstractmethod
export(
    estimator, export_path, checkpoint_path, eval_result, is_the_final_export
)

Exports the given Estimator to a specific format.

Args
estimator	the Estimator to export.
export_path	A string containing a directory where to write the export.
checkpoint_path	The checkpoint path to export.
eval_result	The output of Estimator.evaluate on this checkpoint.
is_the_final_export	This boolean is True when this is an export in the end of training. It is False for the intermediate exports during the training. When passing Exporter to tf.estimator.train_and_evaluate is_the_final_export is always False if TrainSpec.max_steps is None.

Returns
The string path to the exported directory or None if export is skipped.