Failed to get convolution algorithm.

Tensorflow | allow_growth| cuDNN failed to initialize| Image classification

We get this error for image classification using TensorFlow on Windows PC with Nvidia . The solution led us to explore some options regarding GPU memory utilization.

Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. [[node sequential_4/conv2d_12/Relu (defined at <ipython-input-98–471bb77471a2>:2) ]] [Op:__inference_train_function_3889]