Implementation of XNOR-Net in mxnet and torch

Proof of concept XNOR-Net demo on MNIST dataset.

Data Preparation

Download the mnist dataset and unpack it to path_data.

Models

• mnist_cnn: ordinary convolutional network
• mnist_bwn: binary weight network
• mnist_xnor: xnor-net

Usage

• torch version

cd torch/xnornet_cpu/
th main.lua -dataDir <path_data> -modelName <mnist_xnor>

• mxnet version

cd mxnet/
python main.py --network='mnist_cnn'

Accuracy

• torch version

• mxnet version