xidulu commented on issue #19073:
URL: 
https://github.com/apache/incubator-mxnet/issues/19073#issuecomment-723400122


   @sxjscience 
   The implementation of the binary search is correct. 
   The problem behind is that the binary search would return the index of the 
first element larger or equal to `value`. When no such element is found, i.e. 
`value` is larger than all elements in [0, K), index K will be returned, which 
is invalid.
   In such case, one should add a special check after the loop, just like the 
origin version of multinomial:
   
   
https://sourcegraph.com/github.com/apache/incubator-mxnet/-/commit/e6fad30e45e6ec0ddef5c18093e8163cd2a7c62c#diff-dfa5ed462be234eb86a84d01466756cfL140


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