I dug many things. The docs on qubes official site are old. I tried both the 
ways to install my NVIDIA GTX 1060 and the problem is even after installing, 
it's unclear whether I would be able to use it outside dom0.

I found a better method. I have a Ryzen 3 2200G APU which I intend to use for 
basic qubes graphics in dom0 and want to install NVIDIA GTX card in the work 
domain fedoraDev as a secondary card. In this way dom0 would remain more secure 
and I could use tensorflow-gpu in work VM(atleast that's my conjecture). 
However, when I change the settings in Booting menu to Integrated Graphics 
Device and change the connection of HDMI to motherboard from Graphics Card, 
Qubes doesn't bootup. It stops at 

Starting Show Plymouth Boot Screen...

It doesn't move forward. 

I have 2 questions, is this configuration of APU for dom0 and GPU for 1 cloned 
template possible? And how to boot with IGD after installing with GPU?

Thanks

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