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Neural Information Processing Systems 

Untilnow,20 nobody knewtowhich extent atrain-test mismatch hurts (or helps) performance. Can we fix the train-test mismatch by applying soft-rounding to hard quantization during both training and31 testing? Where exactly is the universal quantization applied with soft-rounding? (R2) We apply it to the result of soft-49 rounding,s(y),i.e.

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