Caffe- How to remove unwanted connections from an trained caffe model?
<p>I have trained a fastercnn model to detect human faces in an image using caffe. My current model size is 530MB. I wanted to reduce the size of my model, so I came accross <a href="https://arxiv.org/abs/1510.00149" rel="nofollow noreferrer">Deep Compression</a> By Song Han. </p>

<p>I've updated the less significant weights with 0 in my model using Pycaffe. The model size isn't reduced now, how to remove those insignificant connections from the trained caffe model, so that the size of the model is reduced?</p>