Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance

Chen Tang, Kai Ouyang, Zhi Wang +4

The exponentially large discrete search space in mixed-precision quantization (MPQ) makes it hard to determine the optimal bit-width for each layer. Previous works usually resort t…