Support for NVIDIA MIG GPU instances

[femtonelson]

Hello, With NVIDIA's Multi-instance GPU feature that allows GPU splicing, new fully qualified names to identify GPU resources have been introduced. In addition to the traditional "nvidia.com/gpu" resource, other GPU resources as shown below are now schedulable. requests.nvidia.com/gpu: "4" requests.nvidia.com/mig-1g.10gb: "4" requests.nvidia.com/mig-2g.20gb: "4" requests.nvidia.com/mig-3g.40gb: "4"

Could you kindly update the Cell Metadata Editor to support these new resources? Possibly an empty field to specify the GPU resource in Kale would be great, as there are many new possible MIG GPU instance names.

Kubeflow notebooks allow customization via jupyter-web-app configmap. It would be great to have such customization option in Kale as well.

Thanks for your support. https://docs.nvidia.com/datacenter/tesla/mig-user-guide/index.html