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Revise to cuvs ivf_pq, add cosine for ivf_pq and support long_max indices for all ann algorithms. #1329

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Revise to cuvs ivf_pq, add cosine for ivf_pq and support long_max indices for all ann algorithms.

Revise to cuvs ivf_pq, add cosine for ivf_pq and support long_max indices for all ann algorithms. #1329

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