PCPJ:

Now I am permuting before separating the classifications regression outputs, and the regression results are something meaningful.


Sounds good! 



 PCPJ:

Is there any reason why you used kernel_size=3 in your examples?


No, it’s just my default setup for debugging without any particular reason.
I’ve probably seen VGG/AlexNet etc. too often and just write the default conv layer.