network-quantization topic

List network-quantization repositories

aimet

2.0k
Stars
353
Forks
Watchers

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

model_optimization

268
Stars
42
Forks
Watchers

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers adva...

binary-networks-pytorch

128
Stars
13
Forks
Watchers

Binarize convolutional neural networks using pytorch :fire:

RBNN

78
Stars
20
Forks
Watchers

Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network

pmf

22
Stars
4
Forks
Watchers

Proximal Mean-field for Neural Network Quantization