WD40 on cast iron with diamond powder or paste works fine. 100 micron diamond does not embed well in my experience. Those are big rocks. I have had better success with the coarser grits on acrylic plastic and water lube. Cast iron plates will last a long time with the more modest sizes of diamond, for example 15 micron.
I used dry powder for a while but found it inconvenient.