jupyter server interactive session should allow gpu and core count configuration params

[bmoxon]

In what area(s)?

/area interactive

/area ansible /area autoscaling /area configuration /area cyclecloud /area documentation /area image /area job-scheduling /area monitoring /area ood /area remote-visualization /area user-management

Describe the feature

interactive session jupyter deployments should support gpu and core count configuration parameters. Minimally providing simple notebook execution environment capabilities like Google COLAB. COLAB free instances provided 2 cpu cores + 1 lowend GPU or TPU. Higher core counts and multiple GPUs can support more advanced development scenarios in these nodes.