Daniel Soudry

Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming

2020 · arXiv (Cornell University)

Lately, post-training quantization methods have gained considerable attention, as they are simple to use, and require only a small unlabeled calibration set. This small dataset cannot be used to fine-tune the model without significant over-fitting. …