GPU Issues

This section describes GPU issues and solutions you might encounter during GPU set up.

Known Issues with Tensorflow 2.4 and CUDA 11.2🔗

During GPU set up, the dynamic library libculsolver.so.10 is not read. For more information, see https://github.com/tensorflow/tensorflow/issues/44777.

Workaround: Enter the following commands when starting a session:

!ln -s /usr/local/cuda-11.1/targets/x86_64-linux/lib/libcusolver.so.11.0.1.105 /usr/local/cuda-11.1/targets/x86_64-linux/lib/libcusolver.so.10
!ln -s /usr/lib/x86_64-linux-gnu/libcuda.so.460.73.01 /usr/lib/x86_64-linux-gnu/libcuda.so.1