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$ jupyter.ini.sh -R -G         # set up a Dask cluster utilising GPU devices. 
                               # The Ray cluster contains both CPU and GPU resources allocated within the PBS job.

After it is running, you can connect to this Ray cluster in a python script as below:

import ray 
ray.init(address='auto')