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pipeline changes to enable multiarch build

Serena He requested to merge shiyin0413/CNG:enable_pipeline_with_multiarch into master

What does this MR do?

  1. decouple pipeline changes to enable multi-arch build
  2. use kubernetes cluster nodes for buildx

Related issues

issues/1142

Checklist

See Definition of done.

For anything in this list which will not be completed, please provide a reason in the MR discussion

Required

  • Merge Request Title, and Description are up to date, accurate, and descriptive
  • MR targeting the appropriate branch
  • MR has a green pipeline on GitLab.com

Expected (please provide an explanation if not completing)

  • Test plan indicating conditions for success has been posted and passes
  • Documentation created/updated
  • Integration tests added to GitLab QA
  • The impact any change in container size has should be evaluated

Acceptance criteria

  • Appropriate scaling of buildx deployments has been determined (how many replicas each pod should have)
  • buildx pods are cleaned up each time after use
  • functional caching technique implemented.
Edited by Dmytro Makovey

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