Advanced Label Selectors

Selecting the right hardware for your workload is important. All compute nodes are tagged with a set of labels specifying the hardware type. Affinity Rules should be leveraged on workloads to ensure that the desired type of hardware (ie. GPU model) gets assigned to your job.
The basic node selectors demonstrated in Node Types are usually all that is needed to properly schedule workloads. Please contact support for any questions about advanced scheduling or special requirements.
Label
Possible Values
Description
node.coreweave.cloud/cpu
(see list)
The CPU family of the CPU in the node
ethernet.coreweave.cloud/speed
10G, 40G, 100G
The uplink speed from the node to the backbone
gpu.nvidia.com/count
4-8
Number of GPUs provisioned in the node. Using this selector is not recommended as the GPU resource requests are the correct method of selecting GPU count requirement
gpu.nvidia.com/class
(see list)
GPU model provisioned in the node
gpu.nvidia.com/vram
(see list)
GPU VRAM in Gigabytes on the GPUs provisioned in the node
gpu.nvidia.com/nvlink
true, false
Denotes if GPUs are interconnected with NVLink. Currently applicable only for Tesla_V100
topology.kubernetes.io/region
ORD1, LAS1, LGA1
The region the node is placed in
Examples
Schedule in ORD1 only
16 Core Xeon CPU with 10GE 
affinity:
    nodeAffinity:
      requiredDuringSchedulingIgnoredDuringExecution:
        nodeSelectorTerms:
        - matchExpressions:
          - key: topology.kubernetes.io/region
            operator: In
            values:
              - ORD1
spec:
  containers:
  - name: example
    resources:
      limits:
        cpu: 16
        memory: 48Gi
        
  affinity:
    nodeAffinity:
      requiredDuringSchedulingIgnoredDuringExecution:
        nodeSelectorTerms:
        - matchExpressions:
          - key: node.coreweave.cloud/cpu
            operator: In
            values:
              - intel-xeon-v4
          - key: ethernet.coreweave.cloud/speed
            operator: In
            values:
              - 10G
​

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