Creating a New Image from an Existing Deep Learning VM Image

Installing NVIDIA drivers on a new Deep Learning VM instance can be time consuming, especially if you are creating numerous images. One way to prevent this is to create your own image that is based on one of the Deep Learning VM images, but that already has the NVIDIA drivers preinstalled.

This topic describes how to create a new image based on an existing Deep Learning VM image.

Create a new instance

First, follow the instructions in one of the following topics to create a new instance. Be sure to include at least one GPU in your new instance.

Verify NVIDIA driver install

Once the instance has booted, verify that the NVIDIA driver has been installed:

  1. SSH to your image:
    gcloud compute ssh "DEPLOYMENT_NAME"
  2. Run the following command:

If the drivers have been installed, you can continue.

Stop the instance

Stop the instance by running the following command:

gcloud compute instances stop "DEPLOYMENT_NAME"

Create your own image

Now you create your own image based on the stopped instance. Run the following at the command line, giving the new image a name and a family name:

gcloud compute images create "NEW_IMAGE_NAME" \
        --source-disk DEPLOYMENT_NAME \
        --source-disk-zone ZONE \
        --family NEW_FAMILY_NAME

Once the command is finished running, you have a new image with NVIDIA drivers preinstalled that you can use to create new Deep Learning VM instances.