39 citations · 45 across the 3 of their papers we have counts for
3 papers
Compiling ONNX Neural Network Models Using MLIR
Tian Jin, Gheorghe-Teodor Bercea, Tung D. Le +8
Deep neural network models are becoming increasingly popular and have been used in various tasks such as computer vision, speech recognition, and natural language processing. Machi…
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…
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…