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Add EmbeddingCollapseMetric: detect representational collapse in medi… #28750

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Job	Run time
quick-py3 (macOS-latest)	1h 24m 36s
build-docs	3m 56s
packaging	26m 28s
flake8-py3 (mypy)	13m 11s
quick-py3 (ubuntu-latest)	28m 1s
flake8-py3 (pytype)	1h 15m 1s
quick-py3 (windows-latest)	46m 34s
flake8-py3 (codeformat)	10m 51s
	4h 48m 38s