premerge

Add EmbeddingCollapseMetric: detect representational collapse in medi… #28732

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Job	Run time
quick-py3 (windows-latest)	1m 58s
flake8-py3 (pytype)	2m 5s
quick-py3 (ubuntu-latest)	2m 2s
build-docs	2m 6s
packaging	2m 6s
quick-py3 (macOS-latest)	1m 54s
flake8-py3 (codeformat)	2m 5s
flake8-py3 (mypy)	2m 7s
	16m 23s