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Shuts down the TPU devices.
This will clear all caches, even those that are maintained through sequential calls to tf.tpu.experimental.initialize_tpu_system, such as the compilation cache.
cluster_resolver: A tf.distribute.cluster_resolver.TPUClusterResolver, which provides information about the TPU cluster.
RuntimeError: If no TPU devices found for eager execution or if run in a tf.function.