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SensiMix: Sensitivity-Aware 8-bit index & 1-bit value mixed precision quantization for BERT compression

Fig 2

Overview of SensiMix.

SensiMix applies 1-bit value quantization to insensitive feed-forward network (FFN) near the output layer, and applies 8-bit index quantization to remaining sensitive parts.

Fig 2

doi: https://doi.org/10.1371/journal.pone.0265621.g002