Step 1: Clone the code:
git clone https://github.com/apache/incubator-mxnet.git mxnet
Step 2: CD to CaffeTranslator directory
cd mxnet/tools/caffe_translator/
Step 3: Build
gradle build
Caffe Translator will be built at build/libs/caffe-translator-<version>.jar