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Use saas-linux-medium-amd64 runners for better performance (16.6)

Achilleas Pipinellis requested to merge axil-beef-runner into 16.6

What does this MR do and why?

This backports !4399 (34834562) into 16.6, and adds the tags to the build jobs as well.

Use saas-linux-medium-amd64 runners for better performance for all Docker single image related jobs.

To avoid errors like https://gitlab.com/gitlab-org/gitlab-docs/-/jobs/5577719725.

no active session for vpf6c75mo4ig57uh6ii9sz4er: context deadline exceeded

Which seem to be RAM related.

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