Testing the CUDA implementation of the LSTM cell with tensorflow bindings. It was very hard to find worked examples of using the CUDNN hooks in tensorflow, so a full example on synthetic data is provided here, including user-specified initialization.
There is also assorted code for use in the PLR project with Eric Martin: paper available here