fix knn_merge_parts for inner product - #2426
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By default, when merging the results of sharded multigpu index, knn_merge_parts keeps K smallest values. But inner product is not a distance, it is a measure of similarity. Therefore results are wrong for IP.
In this PR we are adding an additional overload, that receives an argument select_min, we keep backward compatibility and add a new test