I have trained a network with good accuracy for a certain purpose. Now I believe the network contains interesting internal conclusions about my data.
So I wish to connect some of the layers in my trained network with a new, untrained network, that would learn a new objective.
So let’s say I want to use the first few layers of the trained network, concatenate them to new layers and train the whole thing together.
How would I perform such thing?