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In unbalanced OT with small
reach
,f
can becomeinf
in some cases which should not matter because it is multiplied by 0 (alpha
is 0 in the cases wheref
is inf in my experience). But without this fix, we multiply0.0 * inf
which is NaN in floating point numbers instead of 0.