Problem While loading CuDNN

AI & Data Science Deep Learning (Training & Inference) cuDNN
1

Hi

I’m setting up a TensorFlow Object Detection API to use pre-trained models for object detection.

While i’m trying to run this command

(tensorflow1) C:\tensorflow1\models\research\object_detection> jupyter notebook object_detection_tutorial.ipynb

This error shows up-

E tensorflow/stream_executor/cuda/cuda_dnn.cc:363] Loaded runtime CuDNN library: 7.1.4 but source was compiled with: 7.2.1. CuDNN library major and minor version needs to match or have higher minor version in case of CuDNN 7.0 or later version. If using a binary install, upgrade your CuDNN library. If building from sources, make sure the library loaded at runtime is compatible with the version specified during compile configuration.

Can anyone solve this issue?

2

I am having this exact same error but when I try to use the command “tf.nn.conv2d”. I don’t run into this issue when I train a simple fully connected network, however. I only get this error when using the convolution operation.