The number of operations supported by CoreML or Onyx is limited.
https://heartbeat.fritz.ai/whats-new-in-core-ml-3-d108d352e5...
https://developer.android.com/ndk/reference/group/neural-net...
Or you get to use Tensorflow Lite and target both platforms, also with a smaller feature set than its big brother.