Device resource isolation

A simple demonstration for device isolation: A task with the following resources.

      resources:
        limits:
          nvidia.com/gpu: 1 # requesting 1 vGPU
          nvidia.com/gpumem: 3000 # Each vGPU contains 3000m device memory

will see 3G device memory inside container

GPU memory hard limit demonstration showing 3G device memory inside container