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You are correct, however, I believe that the difference is very minuscule (probably even smaller than a floating point epsilon) so I saw no point in fixing it.
I think the line "return inputs + mask_value * (1 - mask)" should be "return inputs*mask + mask_value * (1 - mask)"
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