tf.compat.v1.data.make_initializable_iterator

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Creates a tf.compat.v1.data.Iterator for enumerating the elements of a dataset.

tf.compat.v1.data.make_initializable_iterator(
    dataset, shared_name=None
)

Note: The returned iterator will be in an uninitialized state, and you must run the iterator.initializer operation before using it:

dataset = ...
iterator = tf.compat.v1.data.make_initializable_iterator(dataset)
# ...
sess.run(iterator.initializer)

Args:

• dataset: A tf.data.Dataset.
• shared_name: (Optional.) If non-empty, the returned iterator will be shared under the given name across multiple sessions that share the same devices (e.g. when using a remote server).

Returns:

A tf.compat.v1.data.Iterator over the elements of dataset.

Raises:

• RuntimeError: If eager execution is enabled.