Nvidia Gpus

L40s GPU Node

The L40s GPU node is configured as a worker node within the cluster.

Node Information

The GPU node is fully integrated into the Kubernetes cluster
GPU resources are available for scheduling container workloads
Supports NVIDIA GPU workloads with proper resource allocation

Example Container Workload

Here's an example deployment that utilizes the GPU node:

apiVersion: v1
kind: Pod
metadata:
  name: gpu-test
spec:
  containers:
  - name: cuda-container
    image: nvidia/cuda:12.0.0-base-ubuntu22.04
    command: ["nvidia-smi"]
    resources:
      limits:
        nvidia.com/gpu: 1
  nodeSelector:
    nvidia.com/gpu.product: NVIDIA-L40S

To deploy and test:

kubectl apply -f gpu-test.yaml
kubectl logs gpu-test

Make sure to include GPU resource requests in your pod specifications to ensure proper scheduling on the L40s node.

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L40s GPU Node Node Information Example Container Workload