tf.data

When chaining tf.data operations like .map().shuffle().prefetch() incorrectly, TensorFlow produces error messages that are extremely difficult to interpret and debug. The strict, functional nature of tf.data makes it hard to use standard Python debugging techniques like print statements or breakpoints.