Because GPUs only have VRAM on board. For GPUs to take data from CPU RAM, it must traverse PCIe which is on the order of ~100x slower than through the on board

Because GPUs only have VRAM on board. For GPUs to take data from CPU RAM, it must traverse PCIe which is on the order of ~100x slower than through the on board VRAM.