How to test resnet34 peoplenet model

I want to test the resnet34_people net model and want to get the roc , auc curves and f1 score , accuracy. I am new to ml , but how do i test it in jupyter notebook

This is the model i am using

I want to know how to do it and which kind of dataset is preferable