Install gpu version tensorflow with older version CUDA and cuDNN [duplicate]

Question

This question already has answers here:

Which TensorFlow and CUDA version combinations are compatible? (5 answers)

Closed 12 months ago.

Currently, I need to install gpu version tensorflow on a machine that existing an older version CUDA and cuDNN, and my question is how can I get it done without re-installing CUDA and cuDNN since other package (see pytorch) need it.

Answer 1

Check CUDA version with below command according to this post.

$ nvcc --version

Check cuDNN version with below command according to this post.

$ cat /usr/local/cuda/include/cudnn.h | grep CUDNN_MAJOR -A 2

Choose tensorflow-gpu version according to this post