Specifying backbone learning rate for retraining DETR


I am trying to retrain DETR for object detection. The DETR paper used a separate learning rate for the transformer and the backbone.

When I specify the learning rate in the training arguments, which learning rate is this in actuality?
How can specify multiple specific learning rates?

Thank you in advance!