Also known as: Dataset API (tf.data) Β· tf.data Β· Dataset API tf.data
Dataset API [tf.data] is a high-level TensorFlow interface for reading, representing, and transforming data into the form required by machine learning algorithms. It represents data as sequences of elements, often containing one or more tensors, and supports efficient input pipelines for model training and evaluation.
A high-level TensorFlow API for reading data and transforming it into a form that a machine learning algorithm requires. A object represents a sequence of elements, in which each element contains one or more Tensors. A object provides access to the elements of a .