6 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 3 cited
MetaTune: Meta-Learning Based Cost Model for Fast and Efficient Auto-tuning Frameworks
Jaehun Ryu, Hyojin Sung
Deep learning compiler frameworks are gaining ground as a more portable back-end for deep learning applications on increasingly diverse hardware. However, they face the daunting ch…
cs.NE2019
Using Structured Input and Modularity for Improved Learning
Zehra Sura, Tong Chen, Hyojin Sung
We describe a method for utilizing the known structure of input data to make learning more efficient. Our work is in the domain of programming languages, and we use deep neural net…
cs.PL2017★ 6 cited
Implementing implicit OpenMP data sharing on GPUs
Gheorghe-Teodor Bercea, Carlo Bertolli, Arpith C. Jacob +6
OpenMP is a shared memory programming model which supports the offloading of target regions to accelerators such as NVIDIA GPUs. The implementation in Clang/LLVM aims to deliver a…