Programming with neural surrogates of programs

by Renda, Alex, Ding, Yi, Carbin, Michael
Published 2022

DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable Surrogates

by Renda, Alex, Chen, Yishen, Mendis, Charith, Carbin, Michael
Published 2022

BHive: A Benchmark Suite and Measurement Framework for Validating x86-64 Basic Block Performance Models

by Chen, Yishen, Brahmakshatriya, Ajay, Mendis, Thirimadura C. Yasend, Renda, Alex, Atkinson, Eric Hamilton, Sykora, Ondrej, Amarasinghe, Saman P, Carbin, Michael James
Published 2020