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Try stochastic rounding when discretizing weights #243

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hunse opened this issue Aug 6, 2019 · 0 comments
Open

Try stochastic rounding when discretizing weights #243

hunse opened this issue Aug 6, 2019 · 0 comments

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@hunse
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hunse commented Aug 6, 2019

Right now, we round weights during discretization. This may not work well if there is a systematic bias in the weights, where e.g. many weights have a fractional component between 0 and 0.5, which would all get rounded down. Stochastic rounding should statistically eliminate this bias.

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