Support the Heterogenous(different type of) Intel GPU cards in the same OCP cluster
Opened this issue · 2 comments
Summary
Support the heterogeneous (different) Intel GPU cards in the same OCP cluster.
Detail
In the Scenario, When in the same cluster, different Intel GPU cards like Max-1100, Flex-140, and Flex-170 are provisioned. A mechanism should be provided for the users to pick up the proper GPU card they want to run the workloads on.
To align with the taints/tolerance mechanism from Red Hat OpenShift AI accelerator Profile, We will use the same taints/tolerance mechanism for this feature.
To properly label(taint) the nodes in the cluster automatically, we will rely on the NFD node tainting feature.
So this feature rely on issue openshift/cluster-nfd-operator#356
Note
The feature is for the heterogeneous (different) Intel GPU cards in the same OCP cluster.
The different Intel dGPU cards in the same node are not supported.
The different Intel dGPU cards in the same node are not supported.
This is only because of GAS support, won't rely on NFD labelling taints/tolerations, correct?
How does this align with future resource requests via DRA? It does seem divergent at first glance