GPU Support

Known issues with GPU support.

Only CUDA-enabled NVIDIA GPU hardware is supported

Cloudera Data Science Workbench only supports CUDA-enabled NVIDIA GPU cards.

Heterogeneous GPU hardware is not supported

You must use the same GPU hardware across a single Cloudera Data Science Workbench deployment.

Known Issues with Tensorflow 2.4 and CUDA 11.2

During GPU set up, the dynamic library is not read. For more information, see

Workaround: Enter the following commands when starting a session:
!ln -s /usr/local/cuda-11.1/targets/x86_64-linux/lib/ /usr/local/cuda-11.1/targets/x86_64-linux/lib/
!ln -s /usr/lib/x86_64-linux-gnu/ /usr/lib/x86_64-linux-gnu/