In Tensorflow how to feed a tensor to a pre-trained model and get the output tensor while I'm in the process of builing the graph?

Question

I have the checkpoint of a pre-trained model. I want to feed a tensor to this model as the input and get the output features (tensor). I don\'t want to restore the model using s