How to perform pruning on trained object detection model?

Hi I have trained object detection model using tensorflow 1.14 object detection API, my model is performing well. However, I want to reduce/optimize parameters of model to make it lighter. How can I use pruning on trained model?

Fine-tune pre-trained model with pruning