https://github.com/tensorflow/tpu/issues/3509
https://github.com/tensorflow/tpu/issues/3510
https://github.com/tensorflow/tpu/issues/3511
https://github.com/tensorflow/tpu/issues/3512
https://github.com/tensorflow/tpu/issues/3513
https://github.com/tensorflow/tpu/issues/3514