Problems encountered in multi-GPU rendering

I tried to render a large scale model with VTK on two GPUs, but found that one of the GPUs was underutilized, like this:
Does the VTK not support multiple GPUs? Or has it unique Settings?

VTK relies on the platform drivers for providing the graphics resources. You might have to enable multiple GPU settings at the OS hardware driver level.