Quantization aware training

Quantization aware training is an optimization technique for performing quantization without incurring substantial accuracy losses. The goal of quantization aware training is to find the best way to reduce the stored precision of a model with regards to its performance on a data set. To that end, during quantization aware training, quantization proceeds whilst simultaneously attempting to keep the model performance on a fixed dataset the same. (see quantization)