anymore. If you are using custom training loop, we have new utilities to
        help scale losses `tf.nn.compute_average_loss`,
        `tf.nn.scale_regularization_loss`.
    *   `Layer` apply and add_variable APIs are deprecated.
    *   Added support for channels first data format in cross entropy losses
        with logits and support for tensors with unknown ranks.