Question: how to train rnn in tensorflow?
Answer: Contents.
Setup. Import TensorFlow and other libraries. Download the Shakespeare dataset. ... 
Process the text. Vectorize the text. The prediction task. ... 
Build The Model.
Try the model.
Train the model. Attach an optimizer, and a loss function. ... 
Generate text. Restore the latest checkpoint. ... 
Advanced: Customized Training.