Compatibility issues between cuDNN, CUDA and Tensorflow 2.2 on Win10

AI & Data Science Deep Learning (Training & Inference) Frameworks (archived)
1

Hello,

I understood that the CUDA & cuDNN framework seems to show incompatibility effects when used together with Tensorflow on Windows.

Others have already created elaborate compatibility lists, respectively:

https://stackoverflow.com/questions/50622525/which-tensorflow-and-cuda-version-combinations-are-compatible

Can anybody here maybe help me to confirm if my below setup is known to be working:

  • CUDA 10.2
  • cuDNN 7.6.5
  • tensorflow-gpu-2.2.0rc3
  • Windows 10
  • NVidia GeForce RTX 2070

The reason I am asking is that I still I get the below error message in my current environment when running a Python script that would run OK in previous environments:

`Failed to load the native TensorFlow runtime.`

Thanks in advance and with best regards,
Robert