*   `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.
    *   Error messages will be raised if `add_update`, `add_metric`, `add_loss`,
        activity regularizers are used inside of a control flow branch.
    *   New loss reduction types: