A probabilistic framework for dynamic quantization

Gabriele Santini, Francesco Paissan, Elisabetta Farella

We propose a probabilistic framework for dynamic quantization of neural networks that allows for a computationally efficient input-adaptive rescaling of the quantization parameters…