The baseline model pt regression architecture final layer is a dense layer rather than a qactivation layer potentially causing issues when training and converting to hls4ml.
Need another model with this qactivation layer added to compare against baseline model. This change will cause breaking emulator changes so need to be sure of the performance first
Raised from #45