I'm creating custom docker images for Google AI Platform Notebooks as documented in https://cloud.google.com/ai-platform/notebooks/docs/custom-container
But I can't find out how to update this docker image in the instance once it's created.
1 Answers
You can do it using the metadata. Just to provide an example, create a Notebook instance from UI, or also from CLI:
gcloud compute instances create nb-container-1 \
--image-project=deeplearning-platform-release \
--image-family=common-container-notebooks \
--machine-type=n1-standard-1 \
--accelerator type=nvidia-tesla-t4,count=1 \
--maintenance-policy TERMINATE \
--metadata="proxy-mode=project_editors,install-nvidia-driver=True,container=gcr.io/deeplearning-platform-release/base-cu101:m49" \
--boot-disk-size 200GB \
--scopes=https://www.googleapis.com/auth/cloud-platform \
--zone=asia-southeast1-b
or
gcloud beta notebooks instances create nb-container-2 \
'--machine-type=n1-standard-1' \
'--container-repository=gcr.io/deeplearning-platform-release/base-cu101' \
'--container-tag=m49' \
'--accelerator-type=NVIDIA_TESLA_T4' \
'--accelerator-core-count=1' \
--install-gpu-driver \
'--location=europe-west3-a'
Once instance is created you can do the following:
- Stop instance
- Edit metadata to latest tag:
container=gcr.io/deeplearning-platform-release/base-cu101:latest
- Start instance
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