Tensorflow 2.0 can't use GPU, something wrong in cuDNN? :Failed to get convolution algorithm. This is probably because cuDNN failed to initialize

Question

I am trying to understand and debug my code. I try to predict with a CNN model developed under tf2.0/tf.keras on GPU, but get those error messages. could someone help me to

Answer 1

Check the instructions on this TensorFlow GPU instruction page for your OS. It resolved issue for me on Ubuntu 16.04.6 LTS and Tensorflow 2.0