On-Device training for LSTM or GRU Model

TensorFlow General Discussion
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Hi I’m new to tensorflow and I’m trying to make LSTM or GRU model to be enable to re-train on-device(Android) with tabular data (mostly customer interaction).

I’m referencing these examples
On-Device Training

This is an example of a CNN, but not able to understand how can I enable on-device training for lstm or gru model.
Are there any examples for reference? Thanks