Before revision:  In this work, we present a new practical technique to help users make informed and cost-efficient GPU selections: make performance predictions using the help of a GPU that the user already has.
After revision:  In this work, we present a new practical technique to help users make informed and cost-efficient GPU selections: make performance predictions with the help of a GPU that the user already has.