ML inference workload is pending
Description:
A new GPU-enabled Kubernetes cluster has just gone live.
The platform team shared one simple instruction: Add gpu=enabled to schedule workloads on nodes with GPUs.
A teammate deployed an ML inference application called myapp in the apps namespace.
The deployment has an affinity defined to only schedule pods on nodes with the label gpu=enabled, but all pods appear as Pending.
You can find the deployment definition in /home/lab/manifest.yaml.
Tasks:
-
Get all pods from the deployment
myappin the namespaceappsrunning.
Level: Intermediate
Estimated duration: 15min
Access: Paid plan required
Tags: Kubernetes