Red Hat Summit8.2. Kue 리소스 구성의 예
이 예제에서는 Kueue 리소스 플레이버 및 클러스터 대기열을 구성하는 방법을 보여줍니다.
참고
OpenShift AI 2.17에서 Red Hat은 공유 코호트를 지원하지 않습니다.
8.2.1. 공유 코호트가 없는 NVIDIA GPU
8.2.1.1. NVIDIA RTX A400 GPU 리소스 플레이버
apiVersion: kueue.x-k8s.io/v1beta1
kind: ResourceFlavor
metadata:
name: "A400-node"
spec:
nodeLabels:
instance-type: nvidia-a400-node
tolerations:
- key: "HasGPU"
operator: "Exists"
effect: "NoSchedule"8.2.1.2. NVIDIA RTX A1000 GPU 리소스 플레이버
apiVersion: kueue.x-k8s.io/v1beta1
kind: ResourceFlavor
metadata:
name: "A1000-node"
spec:
nodeLabels:
instance-type: nvidia-a1000-node
tolerations:
- key: "HasGPU"
operator: "Exists"
effect: "NoSchedule"8.2.1.3. NVIDIA RTX A400 GPU 클러스터 대기열
apiVersion: kueue.x-k8s.io/v1beta1
kind: ClusterQueue
metadata:
name: "A400-queue"
spec:
namespaceSelector: {} # match all.
resourceGroups:
- coveredResources: ["cpu", "memory", "nvidia.com/gpu"]
- name: "A400-node"
resources:
- name: "cpu"
nominalQuota: 16
- name: "memory"
nominalQuota: 64Gi
- name: "nvidia.com/gpu"
nominalQuota: 28.2.1.4. NVIDIA RTX A1000 GPU 클러스터 대기열
apiVersion: kueue.x-k8s.io/v1beta1
kind: ClusterQueue
metadata:
name: "A1000-queue"
spec:
namespaceSelector: {} # match all.
resourceGroups:
- coveredResources: ["cpu", "memory", "nvidia.com/gpu"]
flavors:
- name: "A1000-node"
resources:
- name: "cpu"
nominalQuota: 16
- name: "memory"
nominalQuota: 64Gi
- name: "nvidia.com/gpu"
nominalQuota: 28.2.2. 공유 코호트가 없는 NVIDIA GPU 및 AMD GPU
8.2.2.1. AMD GPU 리소스 플레이버
apiVersion: kueue.x-k8s.io/v1beta1
kind: ResourceFlavor
metadata:
name: "amd-node"
spec:
nodeLabels:
instance-type: amd-node
tolerations:
- key: "HasGPU"
operator: "Exists"
effect: "NoSchedule"8.2.2.2. NVIDIA GPU 리소스 플레이버
apiVersion: kueue.x-k8s.io/v1beta1
kind: ResourceFlavor
metadata:
name: "nvidia-node"
spec:
nodeLabels:
instance-type: nvidia-node
tolerations:
- key: "HasGPU"
operator: "Exists"
effect: "NoSchedule"8.2.2.3. AMD GPU 클러스터 대기열
apiVersion: kueue.x-k8s.io/v1beta1
kind: ClusterQueue
metadata:
name: "team-a-amd-queue"
spec:
namespaceSelector: {} # match all.
resourceGroups:
- coveredResources: ["cpu", "memory", "amd.com/gpu"]
- name: "amd-node"
resources:
- name: "cpu"
nominalQuota: 16
- name: "memory"
nominalQuota: 64Gi
- name: "amd.com/gpu"8.2.2.4. NVIDIA GPU 클러스터 대기열
apiVersion: kueue.x-k8s.io/v1beta1
kind: ClusterQueue
metadata:
name: "team-a-nvidia-queue"
spec:
namespaceSelector: {} # match all.
resourceGroups:
- coveredResources: ["cpu", "memory", "nvidia.com/gpu"]
flavors:
- name: "nvidia-node"
resources:
- name: "cpu"
nominalQuota: 16
- name: "memory"
nominalQuota: 64Gi
- name: "nvidia.com/gpu"
nominalQuota: 2