# How to add GPU in Kubernetes

After you have successfully completed the kubeconfig configuration. If not, you can follow the steps in this link if you are using the [Linux ](https://docs.cloudeka.ai/reference/how-to-use-kubeconfig-on-linux)operating system, and if you are using the [Windows ](https://docs.cloudeka.ai/reference/how-to-use-kubeconfig-on-windows)operating system. For the next step you can add a GPU to Kubernetes. Run the following syntax to create a file that will store the GPU configuration.

```bash
nano gpu-pod.yaml
```

Copy the code below.

{% code lineNumbers="true" %}

```yaml
apiVersion: v1
kind: Pod
metadata:
  name: gpu-pod
spec:
  containers:
  - name: gpu-container
    image: nvidia/cuda:11.0-base
    resources:
      limits:
        nvidia.com/gpu: 1  # Request one GPU
  affinity:
    nodeAffinity:
      requiredDuringSchedulingIgnoredDuringExecution:
        nodeSelectorTerms:
        - matchExpressions:
          - key: gpu.nvidia.com/class
            operator: In
            values:
            - H100
```

{% endcode %}

{% hint style="info" %}
Can replace H100 in the last line with the following type.

* NVIDIA-H100-80GB-HBM3
* NVIDIA-H100-80GB-HBM3-MIG-1g.10gb
* NVIDIA-H100-80GB-HBM3-MIG-1g.20gb
* NVIDIA-H100-80GB-HBM3-MIG-1g.40gb
* NVIDIA-L40
  {% endhint %}

Save the file and exit the text editor. If you're using nano, press CTRL+X, then Y to confirm, and press Enter. Deploy the YAML file using kubectl by executing the syntax below.

```bash
kubectl apply -f gpu-pod.yaml
```

```
apiVersion: kubevirt.io/v1
kind: VirtualMachine
metadata:
  name: vm-gpu-2
spec:
  dataVolumeTemplates:
  - metadata:
      name: vm-gpu-2-dv
    spec:
      source:
        http:
          url: "https://cloud-images.ubuntu.com/noble/current/noble-server-cloudimg-amd64.img"
      storage:
        accessModes:
        - ReadWriteMany
        resources:
          requests:
            storage: 500Gi
        storageClassName: storage-nvme-c1
  running: true
  template:
    spec:
      architecture: amd64
      domain:
        devices:
          disks:
          - disk:
              bus: virtio
            name: containerdisk
          - disk:
              bus: virtio
            name: cloudinitdisk
          gpus:
          - deviceName: nvidia.com/NVIDIA_L40S-48Q
            name: gpu1
          interfaces:
          - masquerade: {}
            name: defaultnetwork
        machine:
          type: q35
        resources:
          limits:
            cpu: "16"
            memory: 32Gi
          requests:
            cpu: "16"
            memory: 32Gi
      networks:
      - name: defaultnetwork
        pod: {}
      volumes:
      - dataVolume:
          name: vm-gpu-2-dv
        name: containerdisk
      - cloudInitNoCloud:
          userData: |-
            #cloud-config
            #password: fedora
            #chpasswd: { expire: False }
            #cloud-config
            chpasswd:
              list: |
                ubuntu:ubuntu
                root:'3_7Te99XuBa
              expire: False
        name: cloudinitdisk
```