tf.compat.v1.data.get_output_shapes

Returns the output shapes for elements of the input dataset / iterator.

tf.compat.v1.data.get_output_shapes(
    dataset_or_iterator
)

Migrate to TF2

Caution: This API was designed for TensorFlow v1. Continue reading for details on how to migrate from this API to a native TensorFlow v2 equivalent. See the TensorFlow v1 to TensorFlow v2 migration guide for instructions on how to migrate the rest of your code.

This is a legacy API for inspecting the type signature of dataset elements. In TF 2, you should use the tf.data.Dataset.element_spec attribute instead.

Description

Args
dataset_or_iterator	A tf.data.Dataset or tf.data.Iterator.

Returns
A (nested) structure of tf.TensorShape objects matching the structure of the dataset / iterator elements and specifying the shape of the individual components.