Schematic of the deep profiler approach during training and inference phases based on three fully connected networks (FCN)

The solid arrows show the data flow during the inference or testing, whereas dashed gray arrows show additional data flow required during the training of the networks (i.e., encoder, decoder, and severity classifier).