A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning

no code implementations • 18 Jun 2019 • Newsha Ardalani, Urmish Thakker, Aws Albarghouthi, Karu Sankaralingam

Porting code from CPU to GPU is costly and time-consuming; Unless much time is invested in development and optimization, it is not obvious, a priori, how much speed-up is achievable or how much room is left for improvement.

BIG-bench Machine Learning Binary Classification