neighbors::refine_host: check the dataset bounds #1793
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Check the dataset bounds when computing the distances.
The invalid indexes are expected to come from IVF-PQ due to filtering or insufficient size of the input.
This manifested itself in occasional segfaults in ann-benchmarks when refinement is enabled.