Awesome

Code to convert a MXNet model into Caffe (C++)

BatchNorm, Convolution and InnerProduct layers are supported.

Compilation

To compile, change the paths from config.mk to point to your MXNet and Caffe libraries. In the Makefile, maybe some caffe dependencies must also be changed. Then, run "make" from the terminal.

Execution

The program needs these parameters:

./mxnet_to_caffe <mxnet_json> <mxnet_model> <caffe_prototxt> <caffe_model_output>

As an example, you can download the Inception21K model from:

http://data.dmlc.ml/mxnet/models/imagenet/inception-21k.tar.gz

And its corresponding Caffe deploy.prototxt from:

https://github.com/pertusa/InceptionBN-21K-for-Caffe

Then, run:

./mxnet_to_caffe Inception-symbol.json Inception-0009.params deploy.prototxt Inception21k.caffemodel

And the file "Inception21k.caffemodel" will be generated with the Caffe weights.

This code is based on the CXXNet to Caffe converter (https://github.com/n3011/cxxnet_converter).

License: GNU Public license