tf.estimator.export.build_parsing_serving_input_receiver_fn

View source on GitHub

Build a serving_input_receiver_fn expecting fed tf.Examples.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.estimator.export.build_parsing_serving_input_receiver_fn, `tf.compat.v2.estimator.export.build_parsing_serving_input_receiver_fn`

tf.estimator.export.build_parsing_serving_input_receiver_fn(
    feature_spec, default_batch_size=None
)

Creates a serving_input_receiver_fn that expects a serialized tf.Example fed into a string placeholder. The function parses the tf.Example according to the provided feature_spec, and returns all parsed Tensors as features.

Args
feature_spec	a dict of string to VarLenFeature/FixedLenFeature.
default_batch_size	the number of query examples expected per batch. Leave unset for variable batch size (recommended).

Returns
A serving_input_receiver_fn suitable for use in serving.