RAPIDS currently provide only a Python API (pandas, numpy). But seem open to having an R/Tidyverse API given a response to a question I posed to them.
"We would LOVE R/Tidyverse APIs and would welcome support from RStudio."
No doubt, you already have a full roadmap. And have already done great work with Sparklyr. RAPIDS does have some interesting claims on performance improvement, though.