CuDNNLSTM: UnknownError: Fail to find the dnn implementation

Question

I have run the model with LSTM as the first layer successfully. But out of curiosity, I replace LSTM with CuDNNLSTM. But after model.fit, it replied the following error mess

Answer 1

In tensorflow 2.0 i got the same error while running RNN LSTM model.The reason was due to lower version of my cuDNN.In the tensorflow gpu requirements page it was recommended to have

cuDNN SDK >= 7.4.1.

You can refer for more details in https://www.tensorflow.org/install/gpu

Asked in Tensorflow Reddit forum

https://www.reddit.com/r/tensorflow/comments/dxnnq2/i_am_getting_an_error_while_running_the_rnn_lstm/?utm_source=share&utm_medium=web2x