All high end GPUs use DDR5 for their vRAM. Some lower end GPUs will use slower DDR3 vRAM.
As far as I know, dedicated cards don't use and virtual memory.
On the other hand, integrated graphics do share the system RAM and I suppose could be forced to use virtual memory if your RAM was completely used up. The performance would be awful tho.