Cloudera Docs

CSD Deployments

You can enable GPU support in Cloudera Data Science Workbench with CSD deployment.

Minimum Required Cloudera Manager Role: Cluster Administrator
  1. Ensure that the Docker daemon and worker node roles are installed on the GPU node.
    You might need to restart CDSW after you install the Docker daemon and worker node roles and before enabling GPU support.
  2. Go to the CDSW service in Cloudera Manager. Click Configuration. Search for the following property and enable it:

    Enable GPU Support

    Use the checkbox to enable GPU support for Cloudera Data Science Workbench workloads. When this property is enabled on a host that is equipped with GPU hardware, the GPU(s) will be available for use by Cloudera Data Science Workbench.
  3. Restart the CDSW service in Cloudera Manager.
  4. Test whether Cloudera Data Science workbench is detecting GPUs.