Is there a way to implement dilated RNN?

I need to implement a RNN with dilation in python. I know with tensorflow you can create dilated ConvNN. But I am not able to find a way to do it with RNN (LSTM and GRU). The original article of this NN is from tensorflow 1.3 which I cannot get access. So I am trying to port that code into tensorflow 2.2. But things are very different from one version to another and there are a lot of errors I cannot fix and the outputs of some functions are very different.

I also tried to use the oldest version of tensorflow I can get acces from but it is not working.

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