[ENH] SIMD vectorization for distance metrics (#2084) #3789

Job	Run time
test (3.8, ubuntu-latest, --ignore-glob 'chromadb/test/property/*' --ignore='chromadb/test/test_c...	8m 32s
test (3.8, ubuntu-latest, chromadb/test/property/test_add.py)	2m 52s
test (3.8, ubuntu-latest, chromadb/test/test_cli.py)	1m 34s
test (3.8, ubuntu-latest, chromadb/test/auth/test_simple_rbac_authz.py)	2m 39s
test (3.8, ubuntu-latest, chromadb/test/property/test_collections.py)	2m 34s
test (3.8, ubuntu-latest, chromadb/test/property/test_cross_version_persist.py)	9m 30s
test (3.8, ubuntu-latest, chromadb/test/property/test_embeddings.py)	14m 33s
test (3.8, ubuntu-latest, chromadb/test/property/test_filtering.py)	3m 4s
test (3.8, ubuntu-latest, chromadb/test/property/test_persist.py)	20m 32s
test (3.8, windows-latest, --ignore-glob 'chromadb/test/property/*' --ignore='chromadb/test/test_...	2m 0s
test (3.8, windows-latest, chromadb/test/property/test_add.py)	1m 58s
test (3.8, windows-latest, chromadb/test/test_cli.py)	1m 43s
test (3.8, windows-latest, chromadb/test/auth/test_simple_rbac_authz.py)	1m 46s
test (3.8, windows-latest, chromadb/test/property/test_collections.py)	1m 31s
test (3.8, windows-latest, chromadb/test/property/test_cross_version_persist.py)	1m 22s
test (3.8, windows-latest, chromadb/test/property/test_embeddings.py)	1m 51s
test (3.8, windows-latest, chromadb/test/property/test_filtering.py)	1m 47s
test (3.8, windows-latest, chromadb/test/property/test_persist.py)	1m 27s
	1h 21m 15s

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