tf.estimator.Exporter

A class representing a type of model export.

Compat aliases for migration

tf.compat.v1.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

@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.

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/estimator/Exporter