Custom container image not found by Vertex AI for model upload

Google Cloud Build with AI Custom ML & MLOps
1

Hi,

  1. I have pushed a custom container to gcr.io//reponame/imagename:latest
    from gcloud cli on local WSL + podman.

  2. Then from google console\ vertex ai\ model registry, i tried to import the custom container as new model and new version. I’m able to browse to the container image and select the image URI.

  3. Then once I click finish, i get error container Image not found.
    Same is the error with gcloud ai models upload command executed from the notebook.

Please suggest, how to debug the issue and identify root cause.

Thanks in advance.

2

You can read how to properly export a custom container into vertex AI on the documentation I’m sharing with you.

Also to use a model with a custom container you should also provide a docker container image as the basis of that container.