How to generate predictions using frozen_model.pb file?

My model is CNN for text classification. I am referring (here) to freeze models into .pb file. I have trained models to 4 epoch and my checkpoints folders look as follows:

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I have exported the models into frozen graph as shown above. How do I generate predictions directly from frozen graph ? There exists documentation to generate predictions from model files (I am refering here). But how do I generate predictions using only frozen_model.pb file?