Is it possible to use GPU to train graphSage?

My graph needs about 2 hours to train graphSage algorithm once and I have access to GPU. Is it possible to configure the graphSage algorithm to take advantage of GPUs? My typical use case is to train on a single machine, which could have multiple GPUs.

Thanks for advice.