I installed CUDA 12.2 and cuDNN 8.9.5 from nVidia’s website on Ubuntu 22.04 under WSL using the Ubuntu repositories. I then built TensorFlow 2.14 from source under this environment (using nvcc rather than the default clang). Now when I try to use TensorFlow, I get the following error:
2023-10-16 14:24:54.912883: E tensorflow/compiler/xla/stream_executor/cuda/cuda_dnn.cc:435] Loaded runtime CuDNN library: 8.7.0 but source was compiled with: 8.9.5. CuDNN library needs to have matching major version and equal or higher minor 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.
I have no idea how it is finding version 8.7.0 at runtime. I checked the files
/usr/include/x86_64-linux-gnu/cudnn_version_v8.h, and both say the version is 8.9.5. Does anyone know what might be going on?